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Main figure for More Inliers Are Not Enough: Cross-Template Pose Selection for Training-Free 6D Pose Estimation Find paper
International Conference2027

More Inliers Are Not Enough: Cross-Template Pose Selection for Training-Free 6D Pose Estimation

S. H. Kim*, H. B. Kim*, and S.-J. Kang, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 2027.
ACK:
Main figure for Post-Training Quantization with Gradient-Projected Fisher Approximation for Vision Transformers Find paper
International Conference2026

Post-Training Quantization with Gradient-Projected Fisher Approximation for Vision Transformers

J. Yang*,J. Choi*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, B. Hyun, K. Sohn, S.-J. Kang, The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), Dec. 2026.
ACK:
Main figure for SPA-Q: Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation Find paper
International Conference2026

SPA-Q: Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation

J. Choi*, J. Yang*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, S.-J. Kang, The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), Dec. 2026.
ACK:
Main figure for Activation-Guided Mixed-Precision Weight Compression for Depth Anything Find paper
International Conference2026

Activation-Guided Mixed-Precision Weight Compression for Depth Anything

Y. Jeong*, J. H. Pyun*, S.-J. Kang,
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2026.
ACK: IO251218-14799-01, IITP-2026-RS-2023-00260091, RS-2025- 16066849, RS-2025-02263706
Main figure for Seamless Spatial Extension in 3D Gaussian Splatting via Auxiliary Wild Views Find paper
International Conference2026

Seamless Spatial Extension in 3D Gaussian Splatting via Auxiliary Wild Views

C. Lee*, S. Choi*, S. Yeom*, J. Kim, K. Yun, S.-J. Kang,
Proceedings of European Conference on Computer Vision Workshop(Workshop on TwinWorld), September. 2026.
ACK: 2022-0-00022, RS-2022-II220022, RS-2026-25527029, RS-2026-25547954
Main figure for TRiGS: Temporal Rigid-Body Motion for Scalable 4D Gaussian Splatting View paper
International Conference2026

TRiGS: Temporal Rigid-Body Motion for Scalable 4D Gaussian Splatting

S. Yeom*, J. Nam*, S. Choi*, L. Y. Lee, S. Kim, J. Park, J. Kim, K. Yun, K. Kong, S.-J. Kang,
Proceedings of European Conference on Computer Vision (ECCV), September. 2026.
ACK: 2022-0-00022, RS-2022-II220022, RS-2026-25527029, RS-2026-25547954, RS-2024-00414230, RS-2021-II211343
Main figure for Implicit Off-Diagonal Curvature Modeling via Gradient Projection for Post-Training Quantization of Vision Transformers View paper
International Conference2026

Implicit Off-Diagonal Curvature Modeling via Gradient Projection for Post-Training Quantization of Vision Transformers

J. Yang*,J. Choi*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, B. Hyun, K. Sohn, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IO251218-14799-01, IITP-2026-RS-2023-00260091, RS-2025-02263706
Main figure for Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation Find paper
International Conference2026

Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation

J. Choi*, J. Yang*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-02263706, Samsung Display
Main figure for Decoupling Spatial and Semantic Token Compression for Vision-Language Model Acceleration View paper
International Conference2026

Decoupling Spatial and Semantic Token Compression for Vision-Language Model Acceleration

S. Moon*, J. H. Pyun*, H. Yu, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IO251218-14799-01, IITP-2026-RS-2023-00260091, RS-2025-02263706
Main figure for Dual-PAG: Bidirectional Perturbed-Attention Guidance for Residue-Free Video Editing Find paper
International Conference2026

Dual-PAG: Bidirectional Perturbed-Attention Guidance for Residue-Free Video Editing

J. Oh*, S. Yeom*, CH. Yang*, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on From Frames to Stories (F2S)), July. 2026.
ACK: RS2026-25527029, RS-2024-00414230
Main figure for Epistemic Gatekeeper: Training-Free One-Shot Gating for Open-World Industrial Anomaly Detection (Spotlight) Find paper
International Conference2026

Epistemic Gatekeeper: Training-Free One-Shot Gating for Open-World Industrial Anomaly Detection (Spotlight)

G. Kim*, H. Kim*, C. Oh*, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Epistemic Intelligence in Machine Learning (EIML)), July. 2026.
ACK: RS2026-25527029, RS-2024-00414230
Main figure for Accurate Forecasts Do Not Ensure Safe Decisions View paper
International Conference2026

Accurate Forecasts Do Not Ensure Safe Decisions

J. H. Pyun, S. Moon, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (Forecast)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, P0020535
Main figure for OriCache: Orientation-Guided Feature Caching for DiT Acceleration View paper
International Conference2026

OriCache: Orientation-Guided Feature Caching for DiT Acceleration

J. S. Nam*, H. W. Yu, and S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-02263706
Main figure for Reducing Attention Distribution Error with Unified Tail Aggregation for Sparse Attention View paper
International Conference2026

Reducing Attention Distribution Error with Unified Tail Aggregation for Sparse Attention

H. Yu*, J. Lee*, J. Choi*, J. Yang*, Y. Cho*, J. Nam, S. Moon, J.-W. Chang, B. Hyun, K. Sohn, K. Kong, and S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-202300260091, RS-2024-00414230, Samsung Eletronics
Main figure for Structural Outlier-Aware Post-Training Quantization for Monocular Depth Estimation View paper
International Conference2026

Structural Outlier-Aware Post-Training Quantization for Monocular Depth Estimation

Y. Jeong*, J. Yang*, N. Lim*, J. Choi*, M. Zinke*, S. Choi, S. Cho, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: Hyundai Mobis, IITP-2026-RS-2023-00260091, RS-2025-02263706
Main figure for Modality-Aware Block Rotation for Vision-Language-Action Model Quantization View paper
International Conference2026

Modality-Aware Block Rotation for Vision-Language-Action Model Quantization

U. Y. Kim*, and S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2024-00414230
Main figure for Image-Based Generative AI Techniques: From Multi-Modal Integration toEfficient Inference Architectures Find paper
International Conference2026

Image-Based Generative AI Techniques: From Multi-Modal Integration to
Efficient Inference Architectures

[Invited Talk] T. W. Kim and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: IITP-2026-RS-202300260091, RS-2025-16066849
Main figure for Sequential Image Restoration Frameworks: Super-Resolution and Deblurring Find paper
International Conference2026

Sequential Image Restoration Frameworks: Super-Resolution and Deblurring

J. Yang*, J. Choi*, M. Zinke*, N. Lim*, H. Choi, S. Lee, T. Jeong, S. Oh, and S.-J. Kang*, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: Samsung Display, IITP-2026-RS-202300260091, RS-2024-00414230
Main figure for Low-Light Image Enhancement for Industrial Inspection Find paper
International Conference2026

Low-Light Image Enhancement for Industrial Inspection

N. Lim*, J. Yang*, M. Zinke*, J. Choi*, H. Choi, S. Lee, T. Jeong, S. Oh, and S.-J. Kang*, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: Samsung Display, IITP-2026-RS-202300260091, RS-2024-00414230
Main figure for Effect of LOF-based Noise Filtering on the Performance of Reconstruction-based Anomaly Detection Model Find paper
International Conference2026

Effect of LOF-based Noise Filtering on the Performance of Reconstruction-based Anomaly Detection Model

C. I. Oh*, T. W. Kim*, H. B. Kim*, J. K. Han, S. G. Kim, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: Samsung Display, IITP-2026-RS-202300260091
Main figure for Efficient Depth-Enhanced Rendering for Immersive Display Systems Find paper
International Conference2026

Efficient Depth-Enhanced Rendering for Immersive Display Systems

S. J. Park*, J. B. Lee*, Y. J. Im*, J. Y. Park, Y. J. Yoo, J. W. Lee, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, LX Semicon
Main figure for Dual Anchors, Do It Better: Hierarchical Group Merging for Zero-shot Anomaly Detection View paper
International Conference2026

Dual Anchors, Do It Better: Hierarchical Group Merging for Zero-shot Anomaly Detection

J. Roh*, D. Kim*, and S.-J. Kang, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings, June. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2025-02263706
Main figure for WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation View paper
International Conference2026

WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation

S. Moon*, H. Yu*, H. Lee*, and S.-J. Kang, The Fourteenth International Conference on Learning Representations (ICLR), April. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2024-00414230, RS-2025-02263706, IO251218
14799-01, 202512025.01, RS-2022-00143911
Main figure for Enhancing Perceptual Quality on High-Resolution Displays: A Unified Deep Model for Super-Resolution and Deblurring Find paper
International Conference2026

Enhancing Perceptual Quality on High-Resolution Displays: A Unified Deep Model for Super-Resolution and Deblurring

J. Choi*, M. Zinke*, J. Yang*, H. Cho, H. Choi, S. Lee, and S.-J. Kang*, SID Symposium Digest of Technical Papers, May. 2026.
ACK: Samsung display, IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230
Main figure for Toward Robust Anomaly Detection for Real-World Display Inspection Find paper
International Conference2026

Toward Robust Anomaly Detection for Real-World Display Inspection

[Invited Talk] J. Lee and S.-J. Kang*, SID Symposium Digest of Technical Papers, May. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230
Main figure for Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection View paper
International Conference2026

Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection

H. Lim*, M.-S. Kim*, H.-B. Lee*, S.-J. Kang*, K.-W. Chon*, and H. Lee, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Mar. 2026.
Main figure for Infrared Monocular Depth Estimation via Parameter-Efficient Adaptation View paper
International Conference2026

Infrared Monocular Depth Estimation via Parameter-Efficient Adaptation

J. H. Pyun, S. H. Moon, Y. S. Jeong, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2024-00414230, RS-2025-16066849
Main figure for Hybrid Prompt Context Learning for Balanced Adaptation of Vision Language Models Find paper
International Conference2026

Hybrid Prompt Context Learning for Balanced Adaptation of Vision Language Models

S. W. Jang and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2026-RS-2023-00260091
Main figure for View Fusion Based Zero-shot Multi-view Anomaly Detection View paper
International Conference2026

View Fusion Based Zero-shot Multi-view Anomaly Detection

G. W. Kim*, J. M. Roh*, J. J. Yoon, and S.-J. Kang*, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2025-RS-202300260091
Main figure for Enhancing Illumination Robustness in Unified Anomaly Detection via Multi-Brightness Training View paper
International Conference2026

Enhancing Illumination Robustness in Unified Anomaly Detection via Multi-Brightness Training

G. W. Kim and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2026-RS-202300260091
Main figure for Multiview tile-image rendering from 3D Gaussians for 1D camera array View paper
International Conference2026

Multiview tile-image rendering from 3D Gaussians for 1D camera array

J. S. Kim, J. H. Pyun, K. J. Yun, S.-J. Kang, and H. G. Choo International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK:
Main figure for Mask-Region Landmark Prediction in 3D Masked Face Point Clouds Using Non-Mask Facial Landmarks View paper
International Conference2026

Mask-Region Landmark Prediction in 3D Masked Face Point Clouds Using Non-Mask Facial Landmarks

J. W. Park, J. H. Pyun, Y. S. Jeong, S.-J. Kang, and S. I. Cho International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK:
Main figure for Replace-in-Ego: Text-Guided Object Replacement in Egocentric Hand-Object Interaction Find paper
International Conference2025

Replace-in-Ego: Text-Guided Object Replacement in Egocentric Hand-Object Interaction

M. Song, J. Park, and S.-J. Kang, Observing and Understanding Hands in Action in conjunction with ICCV 2025, Oct. 2025.
ACK: RS-2024-00414230, IITP-2025-RS-2023-00260091
Main figure for Corner Point-based Calibration Technique for QR Code Readers in Robot Localization Find paper
International Conference2025

Corner Point-based Calibration Technique for QR Code Readers in Robot Localization

M. Song, Y. Im, S. Jang, S. Kim, and S.-J. Kang, The 10th International Conference on Consumer Electronics (ICCE) Asia , Oct. 2025.
ACK: IO250307-12263-01
Main figure for QSCA: Quantization with Self-Compensating Auxiliary for Monocular Depth Estimation Find paper
International Conference2025

QSCA: Quantization with Self-Compensating Auxiliary for Monocular Depth Estimation

J. Yang, J. Choi, M. Zinke, and S.-J. Kang, The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS) , Dec. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2025-02263706, RS-2025-16066849
Main figure for Extending gem5 with a Developer-Centric IDE for SoC Architecture Simulation Find paper
International Conference2025

Extending gem5 with a Developer-Centric IDE for SoC Architecture Simulation

H. Shin, D. Kim, H. S. Song, and W. Kim, IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin), Sep. 2025.
ACK: RS-2024-00487113
Main figure for FCM: Feature Concatenation Module for Anomaly Detection in High-Resolution Images Find paper
International Conference2025

FCM: Feature Concatenation Module for Anomaly Detection in High-Resolution Images

T. W. Kim, H. E. Kim, S. G. Kim, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2025.
ACK: IITP-2025-RS-2023-00260091, Samsung Display
Main figure for On-device Monocular Depth Estimation Network Optimization Find paper
International Conference2025

On-device Monocular Depth Estimation Network Optimization

M. Zinke, J. C. Yang, J. M. Choi, S. G. Lee, H. Y. Choi, H. U. Cho, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2025.
ACK: IITP-2025-RS-2023-00260091, Samsung Display
Main figure for Post-Training Quantization for Depth Anything Find paper
International Conference2025

Post-Training Quantization for Depth Anything

J. C. Yang, M. Zinke, J. M. Choi, S. G. Lee, H. Y. Choi, H. U. Cho, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2025.
ACK: IITP-2025-RS-2023-00260091, Samsung Display
Main figure for Towards Brightness-Robust Unified Anomaly Detection: Training with Multi-Brightness Data Find paper
International Conference2025

Towards Brightness-Robust Unified Anomaly Detection: Training with Multi-Brightness Data

G. W. Kim, J. M. Roh, J. H. Lee and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: 2021M3H2A1038042, IITP-2025-RS-2023-00260091
Main figure for Enhanced Illumination-Reflectance Decomposition for Image Enhancement Based on Retinexformer Find paper
International Conference2025

Enhanced Illumination-Reflectance Decomposition for Image Enhancement Based on Retinexformer

S. H. Kim, and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230, IO201218-08232-01
Main figure for Leveraging Prompt Learning for Robust Transfer in Long-tailed Distributions Find paper
International Conference2025

Leveraging Prompt Learning for Robust Transfer in Long-tailed Distributions

S. W. Jang, and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230
Main figure for Image Denoising Meets Quantization: Exploring the Effects of Post-Training Quantization Find paper
International Conference2025

Image Denoising Meets Quantization: Exploring the Effects of Post-Training Quantization

J. M. Choi, J. C. Yang, M. Zinke, and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: IO201218-08232-01, IITP-2025-RS-2023-00260091, RS-2024-00414230
Main figure for Depth-Only Human Pose Estimation Find paper
International Conference2025

Depth-Only Human Pose Estimation

J. H. Pyun, H. Oh, S. Y. Yun, H. J. Kang, and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: RS-2024-0046774, IITP-2025-RS-2023-00260091
Main figure for Deformation-Aware Luminance Compensation using Gaussian-Weighted Kernels for Stretchable Displays Find paper
International Conference2025

Deformation-Aware Luminance Compensation using Gaussian-Weighted Kernels for Stretchable Displays

Y. -I. Park, and S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230, 2020M3H4A1A02084899, 202412001.01
Main figure for Financial Data Generation Utilizing Graph Information from Transaction Networks Find paper
International Conference2025

Financial Data Generation Utilizing Graph Information from Transaction Networks

K. G. Kim, S. K. Lim, S. H. Choi, and S.-J. Kang IEEE International Conference on Big Data and Smart Computing (BigComp), Feb. 2025.
ACK: IITP-2025-RS-2023-00260091, IITP-RS-2022-00156318
Main figure for 3D Gaussian SLAM With DoG Mapping Find paper
International Conference2025

3D Gaussian SLAM With DoG Mapping

E. H. Shin, and S.-J. Kang International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230
Main figure for Enhanced Human Pose Retargeting through Video Frame Deblurring (Best Paper Award) Find paper
International Conference2025

Enhanced Human Pose Retargeting through Video Frame Deblurring (Best Paper Award)

S. W. Ahn, and S.-J. Kang International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230
Main figure for Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation (Project Page) View paper
International Conference2024

Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation (Project Page)

H. W. Yu, Y. B. Cho, B. W. Kang, S. H. Moon, K. Kong, and S.-J. Kang, Proceedings of the European Conference on Computer Vision (ECCV), Oct.2024.
ACK: RS-2024-0041423, IITP-2024-RS-2023-0026009, KSC-2023-CRE-0444
Main figure for AttentionHand: Text-driven Controllable Hand Image Generation for 3D Hand Reconstruction in the Wild (Oral Presentation) (arXiv) (Project Page) View paper
International Conference2024

AttentionHand: Text-driven Controllable Hand Image Generation for 3D Hand Reconstruction in the Wild (Oral Presentation) (arXiv) (Project Page)

J. Park*, K. Kong*, and S.-J. Kang, Proceedings of the European Conference on Computer Vision (ECCV), Oct.2024.
ACK: IITP-2024-RS-2023-00260091, P0020535, KSC-2023-CRE-0444
Main figure for Interactive 3D Room Generation for Virtual Reality via Compositional Programming (Oral Presentation) Find paper
International Conference2024

Interactive 3D Room Generation for Virtual Reality via Compositional Programming (Oral Presentation)

J. Kim*, J. Park*, K. Kong*, and S.-J. Kang, European Conference on Computer Vision Workshop (3rd Computer Vision for Metaverse Workshop), Oct.2024.
ACK: IITP-2025-RS-2023-00260091, IITP-RS-202200156318, RS-202400414230
Main figure for Diffusion-based Interacting Hand Pose Transfer Find paper
International Conference2024

Diffusion-based Interacting Hand Pose Transfer

J. Park*, Y. Hwang*, and S.-J. Kang, European Conference on Computer Vision Workshop (8th Workshop on Observing and Understanding Hands in Action), Oct.2024.
ACK: x
Main figure for Refinement-based Lightweight Unified Anomaly Detection Find paper
International Conference2024

Refinement-based Lightweight Unified Anomaly Detection

J.H. Lee, J.M.Roh, and S.-J. Kang, International SoC Design Conference (ISOCC), Aug.2024.
ACK: x
Main figure for Enhancing Depth Estimation in Various Objects Find paper
International Conference2024

Enhancing Depth Estimation in Various Objects

J. C. Yang, B. W. Kang, S. G. Lee, H. Y. Choi, H. U. Cho, and S.-J. Kang, The 24th International Meeting on Information Display (IMID), Aug. 2024.
ACK: IITP-2024-RS-2023-00260091, Samsung Display
Main figure for Dual Stocker Scheduling Optimization based on Reinforcement Learning Find paper
International Conference2024

Dual Stocker Scheduling Optimization based on Reinforcement Learning

S. W. Ahn, J. K. Kim, J.-J. Hong, S.-G Kim and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2024.
ACK: IITP-2024-RS-2023-00260091, 2021M3H2A1038042, LG Display
Main figure for Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing (Project Page) View paper
International Conference2024

Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing (Project Page)

C. H. Yang*, C. H. Kang*, K. Kong*, H. Oh, and S.-J. Kang, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun.2024.
ACK: IITP-2024-RS-2023-00260091, 2021R1I1A1A01051225
Main figure for Human Motion Aware Text-to-Video Generation with Explicit Camera Control (Project Page) View paper
International Conference2024

Human Motion Aware Text-to-Video Generation with Explicit Camera Control (Project Page)

T. H. Kim*, C. H. Kang*, J. H. Park*, D. Jeong*, C. H. Yang*, and S.-J. Kang, K. Kong, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jun. 2024.
ACK: 2021M3H2A1038042, 1711198586
Main figure for MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation (View) View paper
International Conference2024

MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation (View)

B. W. Kang*, S. H. Moon*, Y. B. Cho*, H. W. Yu*, and S.-J. Kang, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jun. 2024.
ACK: IO201218-08232-01, IITP-2023-RS-2023-00260091
Main figure for Simultaneous Optimization of Luminance and Color: A Novel Dimming Algorithm Utilizing Power-law Mapping Find paper
International Conference2024

Simultaneous Optimization of Luminance and Color: A Novel Dimming Algorithm Utilizing Power-law Mapping

N. R. Kim, S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2024.
ACK: 2020M3H4A1A02084899, IITP-2024-RS-2023-00260091
Main figure for Viewing Angle-aware Color and Luminance Distortion Compensation for Automotive OLED Displays Find paper
International Conference2024

Viewing Angle-aware Color and Luminance Distortion Compensation for Automotive OLED Displays

J. Pak, J. M. Choi, S. C. Pang, D. G. Kim, K. Kong, and S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2024.
ACK: IITP-2024-RS-2023-00260091
Main figure for Adaptive Local Backlight Dimming Control with Local Boosting Find paper
International Conference2024

Adaptive Local Backlight Dimming Control with Local Boosting

[Invited Talk] J.-C. Cho, J.-S. Yoo, J.-Y. Park, J.-W. Park, S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2024.
ACK: x
Main figure for CNN-based Encoder and Transformer-based Decoder for Efficient Semantic Segmentation Find paper
International Conference2024

CNN-based Encoder and Transformer-based Decoder for Efficient Semantic Segmentation

S. H. Moon, and S.-J. Kang International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2024.
ACK: IITP-2023-RS-2023-00260091, IO201218-08232-01
Main figure for Motion Mask-driven Improvements in Monocular Dynamic Novel View Synthesis Find paper
International Conference2024

Motion Mask-driven Improvements in Monocular Dynamic Novel View Synthesis

Yeom S, Son H, Kang C, Kim J, Yun KJ, Cheong WS, Kang SJ., International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2024.
ACK: IITP-2023-RS-2023-00260091, 2022-0-00022
Main figure for Deep Learning-based Image Deblurring for Display Vision Inspection Find paper
International Conference2023

Deep Learning-based Image Deblurring for Display Vision Inspection

S. J. MIN, K. Kong, and S.-J. Kang. Society for Information Display's Display Week, May. 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042
Main figure for A Novel Framework for Generating In-the-Wild 3D Hand Datasets (View) View paper
International Conference2023

A Novel Framework for Generating In-the-Wild 3D Hand Datasets (View)

J. Park*, K. Kong*, and S.-J. Kang, 7th ICCV workshop on Observing and Understanding Hands in Action (HANDS), Oct. 2023.
ACK: 2021R1A2C1004208, IITP-2023-RS-2023-00260091
Main figure for SEFD : Learning to Distill Complex Pose and Occlusion (View) (Project Page) View paper
International Conference2023

SEFD : Learning to Distill Complex Pose and Occlusion (View) (Project Page)

C. H. Yang*, K. Kong*, S. J. Min*, G. Cha, H. D. Jang, D. Wee, and S.-J. Kang, International Conference on Computer Vision (ICCV), Oct. 2023.
ACK: 2021R1A2C1004208, IITP-2023-RS-2023-00260091
Main figure for Diffusion-Based Image Generation for Display Defect Detection Find paper
International Conference2023

Diffusion-Based Image Generation for Display Defect Detection

C. H. Lee*, J. K. Kim*, and S.-J. Kang, The 23rd International Meeting on Information Display (IMID), Aug. 2023.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899
Main figure for Remaining Useful Life Prediction through Meaningful Feature Extraction Using SHAP Find paper
International Conference2023

Remaining Useful Life Prediction through Meaningful Feature Extraction Using SHAP

Y. I. Park, and S.-J. Kang, The 23rd International Meeting on Information Display (IMID), Aug. 2023.
ACK: 2021R1A2C1004208
Main figure for Speech and Text-based Motion Generation and Matching System (View) View paper
International Conference2023

Speech and Text-based Motion Generation and Matching System (View)

J. H. Shin, J. Park, and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 25-28, 2023.
ACK: 2021R1A2C1004208
Main figure for Optimization of Video Repetitive Action Counting for Efficient Inference on Edge Devices (View) View paper
International Conference2023

Optimization of Video Repetitive Action Counting for Efficient Inference on Edge Devices (View)

H. Yu, Y. B. Cho, and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 25-28, 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042, IO201218-08232-01
Main figure for FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation (View) View paper
International Conference2023

FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation (View)

J. H. Shim, H. Yu, K. Kong, and S.-J. Kang, Association for the Advancement of Artificial Intelligence (AAAI), Feb. 7-14, 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042, IO201218-08232-01
Main figure for InvHDR: Inverse Tone Mapping With Invertible Neural Network (View) View paper
International Conference2023

InvHDR: Inverse Tone Mapping With Invertible Neural Network (View)

J. K. Kim, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Feb. 5-8, 2023.
ACK: P0020535. 2021M3H2A1038042
Main figure for Multi-view stereo with recurrent neural networks for spatio-temporal consistent depth maps (View) View paper
International Conference2023

Multi-view stereo with recurrent neural networks for spatio-temporal consistent depth maps (View)

H. S. Son, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Feb. 5-8, 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042
Main figure for Whole-body Human Mesh Reconstruction with Transformer (View) View paper
International Conference2023

Whole-body Human Mesh Reconstruction with Transformer (View)

J. Park, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Feb. 5-8, 2023
ACK: 2021R1A2C1004208, 2021M3H2A1038042
Main figure for An Unified Framework for Language Guided Image Completion (View) View paper
International Conference2023

An Unified Framework for Language Guided Image Completion (View)

J. H. Kim*,  S. H. Jeong*,  K. Kong*, and S.-J. Kang, IEEE Winter Conference on Applications of Computer Vision (WACV), Jan. 3-7, 2023.
ACK: 2021R1A2C1004208
Main figure for Unifying Domain Adaptation and Energy-Based Techniques for Person Search Find paper
International Conference2023

Unifying Domain Adaptation and Energy-Based Techniques for Person Search

J. Pak*, C. Jeon*,  and S.-J. Kang, IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec. 4-7, 2023.
ACK: 2020M3H4A1A02084899, P0020535
Main figure for Optimized Image Quality Determination for Backlight Dimming Find paper
International Conference2023

Optimized Image Quality Determination for Backlight Dimming

N.R. Kim,  and S.-J. Kang, International SoC Design Conference (ISOCC)
ACK: IITP-2023-RS2023-00260091, 2020M3H4A1A02084899, P0020535
Main figure for Efficient Framework for Blind High-Resolution Image Reconstruction Find paper
International Conference2023

Efficient Framework for Blind High-Resolution Image Reconstruction

S.J. Na,  and S.-J. Kang, International Conference On Consumer Electronics (ICCE) Asia
ACK: 2020M3H4A1A02084899, 2021R1A2C1004208
Main figure for Performance Comparison of Soiling Detection Using Anomaly Detection Methodology (View) View paper
International Conference2022

Performance Comparison of Soiling Detection Using Anomaly Detection Methodology (View)

J. H. Lee, C. R. Jeon, S. J, Kang, International SoC Design Conference (ISOCC), Gangneung, Korea, Oct. 2022
ACK: P0020535
Main figure for MosaicMVS: Mosaic-based omnidirectional depth estimation for view synthesis (View) View paper
International Conference2022

MosaicMVS: Mosaic-based omnidirectional depth estimation for view synthesis (View)

M. J. Shin*, M. J. Cho*, W. J. Park, K. Kong, J. S. Kim, K. J. Yun,  G. S. Lee and S.-J. Kang, The 4th ECCV Workshop on Learning to Generate 3D Shapes and Scenes, Oct. 2022.
ACK: 2022-0-00022, 2021R1A2C1004208
Main figure for Anomaly Segmentation Using Class-aware Erosion and Smoothing (View) View paper
International Conference2022

Anomaly Segmentation Using Class-aware Erosion and Smoothing (View)

B. W. Kang, J. H. Kwak, and S.-J. Kang, The 7th International Conference On Consumer Electronics (ICCE) Asia,  Oct. 2022.
ACK: 22PQWO-C153369-04, 2021M3H2A1038042
Main figure for Deep Learning-based Data Augmentation for Display Defect Detection Find paper
International Conference2022

Deep Learning-based Data Augmentation for Display Defect Detection

[Invited Talk] C. H. Lee, J. K. Kim, and S.-J. Kang, The 29th International Display Workshops (IDW), Fukuoka, Japan, Dec. 2022.
ACK: 2021M3H2A1038042, 22PQWO-C153369-04
Main figure for Selective TransHDR: Transformer-based selective HDR Imaging using Ghost Region Mask (View) View paper
International Conference2022

Selective TransHDR: Transformer-based selective HDR Imaging using Ghost Region Mask (View)

J. W. Song*, Y. I. Park*, K. Kong, J. H. Kwak, and S.-J. Kang, Proceedings of the European Conference on Computer Vision (ECCV). Oct. 2022.
ACK: 2021R1A2C1004208
Main figure for NTIRE 2022 Burst Super-Resolution Challenge (View) View paper
International Conference2022

NTIRE 2022 Burst Super-Resolution Challenge (View)

Y. C. Nam*, Y. S. Jo* and S.-J. Kang, CVPR 2022 Workshop on New Trends in Image Restoration and Enhancement workshop and challenges on image and video processing, Jun. 2022.
Main figure for Deep Anti-Aliasing: Image Restoration for Enhancing Display Defects Detection Find paper
International Conference2022

Deep Anti-Aliasing: Image Restoration for Enhancing Display Defects Detection

[Invited Talk] S. J. Min, K. Kong, and S.-J. Kang,The 22nd International Meeting on Information Display (IMID), Aug. 2022.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899, 2021M3H2A1038042
Main figure for Burst Super Resolution Using Enhanced Residual Deformable Alignment and MAP estimation for Display Resolution Enhancement (View) View paper
International Conference2022

Burst Super Resolution Using Enhanced Residual Deformable Alignment and MAP estimation for Display Resolution Enhancement (View)

Y. C. Nam*, Y. S. Jo*, and S.-J. Kang, The 22nd International Meeting on Information Display (IMID), Aug. 2022.
ACK: 2020M3H4A1A02084899, 2021M3H2A1038042, 22PQWO-C153369-04
Main figure for Stretch-aware Luminance Compensation for Stretchable Displays Find paper
International Conference2022

Stretch-aware Luminance Compensation for Stretchable Displays

S. H. Jung*, J. H. Kim* and S.-J. Kang, The 22nd International Meeting on Information Display (IMID), Aug. 2022.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899
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International Conference2022

Brightness Compensation of Outpainted Image for Stretchable Display

J. H. Kim*, and S.-J. Kang, The 22nd International Meeting on Information Display (IMID), Aug. 2022.
Main figure for Semi-supervised Anomaly Detection with Reinforcement Learning (View) View paper
International Conference2022

Semi-supervised Anomaly Detection with Reinforcement Learning (View)

C. H. Lee*, J. K. Kim* and S.-J. Kang, The 37th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2022.
ACK: 22PQWO-C153369-04, 2021R1A2C1004208,2021-0-02308
Main figure for Class Attention Transfer for Semantic Segmentation (View) View paper
International Conference2022

Class Attention Transfer for Semantic Segmentation (View)

Y. B. Cho* and S.-J. Kang, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Jun. 2022. 
ACK: IITP-2021-2018-0-01421, 2021R1A2C1004208
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International Conference2022

Deep Learning-based Real-time Segmentation for Edge Computing Devices (View)

J. H. Kwak*, H. Yu*, Y. B. Cho* and S.-J. Kang, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Jun. 2022.
ACK: IITP-2020-2018-0-01421
Main figure for Deep Learning-Based Image Enhancement for HDR Imaging (View) View paper
International Conference2022

Deep Learning-Based Image Enhancement for HDR Imaging (View)

[Invited Talk] Y. I. Park, J. W. Song and S.-J. Kang, The SID International Symposium, Seminar, and Exhibition, San Jose, USA, May. 2022.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899
Main figure for Vision Transformer-based Retina Vessel Segmentation With Deep Adaptive Gamma Correction (View) View paper
International Conference2022

Vision Transformer-based Retina Vessel Segmentation With Deep Adaptive Gamma Correction (View)

H. Yu*, J. H. Shim*, J. H. Kwak*, J. W. Song* and S.-J. Kang, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May. 2022.
ACK: 2021R1A2C1004208, IITP-2021-2018-0-01421
Main figure for Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation (View) View paper
International Conference2022

Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation (View)

G. Kim*, H. Kim*, K. Kim, S. S. Cho, Y. H. Park and S.-J. Kang, AAAI 2022 Workshop on AI for Transportation, Vancouver, British Columbia, Canada, Feb. 2022.
ACK: 2022-0-00022, 2021R1A2C1004208
Main figure for Parallel Attention Network using Vector with High Correlation with Label for Remaining Useful Life Estimation (View) View paper
International Conference2022

Parallel Attention Network using Vector with High Correlation with Label for Remaining Useful Life Estimation (View)

Y. I. Park, J. W. Song and S.-J. Kang, AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), Vancouver, British Columbia, Canada, Feb. 2022.
ACK: IITP-2021-2018-0-01421, 2021R1A2C1004208
Main figure for AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning (View) View paper
International Conference2022

AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning (View)

J. W. Song*, K. Kong*, Y. I. Park, S. G. Kim and S.-J. Kang, AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), Vancouver, British Columbia, Canada, Feb. 2022.
ACK: IITP-2021-2018-0-01421, 2021R1A2C1004208
Main figure for Image-Adaptive Hint Generation via Vision Transformer for Outpainting (View) View paper
International Conference2022

Image-Adaptive Hint Generation via Vision Transformer for Outpainting (View)

D. H. Kong*, K. Kong*, K. H. Kim*, S. J. Min* and S.-J. Kang, IEEE Winter Conference on Applications of Computer Vision (WACV), Jan. 2022.
ACK: 2020M3H4A1A02084899, 2021R1A2C1004208, 2020M3C1B8081320
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International Conference2021

S. J. Min and S.-J. Kang, “Edge Map-guided Scale-iterative Image Deblurring”, 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Dec. 2021. (View)

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International Conference2021

[Invited Talk] J. H. Kim and S.-J. Kang, “Deep Learning-based Image Restoration Algorithms in Display Devices”,  The 28th International Display Workshops (IDW), Online, Japan, Dec. 2021. (View)

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International Conference2021

J. H. Shim*, K. Kong*, and S.-J. Kang, “Core-set Sampling for Efficient Neural Architecture Search”, 38th International Conference on Machine Learning Workshop (ICMLW), Jul. 2021. (View) (Spotlight)

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International Conference2021

K. Kong*, K. H. Kim*, W. J. Song, and S.-J. Kang, “Selective Focusing Learning in Conditional GANs”, 38th International Conference on Machine Learning Workshop (ICMLW), Jul. 2021. (View) (Spotlight)

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International Conference2021

[Invited Talk] J. H. Shim and S.-J. Kang, “Design Automation of Efficient Deep Neural Networks in Display Devices”,  International Meeting on Information Display (IMID), Seoul, Korea, Aug. 2021.

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International Conference2021

J. Lee and S.-J. Kang, “Skeleton action recognition using Two-Stream Adaptive Graph Convolutional Networks”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

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International Conference2021

M. J. Shin, W. J. Park, J. S. Kim, K. G. Yun, W. S. Cheong and S.-J. Kang, “Understanding the Limitations of SfM-Based Camera Calibration on Multi-View Stereo Reconstruction”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

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International Conference2021

J. H. Kwak and S.-J. Kang, “Vehicle Tracking for Robust Vehicle Detection”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021.

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International Conference2021

D. H. Kong, and S.-J. Kang, “Downsizing Heatmap Resolution for real-time 3D Human Pose Estimation”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

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International Conference2021

J. H. Shim, and S.-J. Kang, “Neural Architecture Search for Light-weight Multi-touch Classification”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

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International Conference2021

J. W. Song, Y. I. Park, J. J. Hong, S. G. Kim and S.-J. Kang, “Attention-based Bidirectional LSTM-CNN Model for Remaining Useful Life Estimation”, IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, May. 2021. (View)

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International Conference2021

W. J. Park*, J. H. Kim*, J. S. Kim, K. J. Yun, W. S. Cheong and S.-J. Kang, “Structured Camera Pose Estimation for Mosaic-based Omnidirectional Imaging,” IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, May. 2021. (View)

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International Conference2021

K. H. Kim, Y. H. Yun, K. W Kang, K. Gong, S. Lee, and S.-J. Kang, “Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning,” IEEE Winter Conference on Applications of Computer Vision (WACV), Jan. 2021. (View)

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International Conference2021

J. H. Kim*, S. Lee* and S.-J. Kang, “End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images”,  Association for the Advancement of Artificial Intellignece (AAAI) , Feb. 2021. (View)

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International Conference2020

J. W. Chang*, S. H. Ahn*, K. W. Kang and S.-J. Kang, “Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs”, Proceeding of ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), pp.283-288, Jan. 2020. (View) (Best Paper Candidate)

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International Conference2020

S. Y. Jo, N. Ahn and S.-J. Kang, “Lightweight Tone-mapped HDRNET with Exposure Stack Generation”, The SID International Symposium, Seminar, and Exhibition, San Francisco, USA, Jun. 2020. (View)

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International Conference2020

H. S. Yoon, S.H. Ahn, K. W. Kang,  I. H. Lee, S. J. Park, Y. A. Ma, S.-J. Kang, “Convolutional Neural Network-based Multi-touch Detection Technique on Learning from Class-imbalanced Dataset”, The SID International Symposium, Seminar, and Exhibition, San Francisco, USA, Jun. 2020. (View)

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International Conference2020

J. Heo, G. Kim, J. Park, Y. Kim, S. S. Cho, C. W. Lee and S.-J. Kang*, “Lightweight Deep Neural network-based Real-Time Pose Estimation on Embedded Systems”, Intelligent Vehicle Symposium, Las Vegas, NV, USA,  Jun. 2020. (View)

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International Conference2020

S.H. Ahn, J. W. Chang and S.-J. Kang, “An Efficient Accelerator Design Methodology for Deformable Convolutional Networks”, IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates (UAE), Oct. 2020. (View)

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International Conference2020

J. W Song, N. Ahn and S.-J. Kang, “Deep Learning-based Mura Detection With Atrous Spatial Pyramid Pooling”, International Meeting on Information Display (IMID), Seoul, Korea, Aug. 2020.

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International Conference2020

Y. I. Park, S. Y. Jo and S.-J. Kang, “Deep Learning-based HDR Generator Focused On Saturated Area Restoration”, International Meeting on Information Display (IMID), Seoul, Korea, Aug. 2020.

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International Conference2020

J. S. Choi and S.-J. Kang, “Sequential Compression Using Efficient LUT Correlation for Display Defect Compensation”, International SoC Design Conference (ISOCC), Yeosu, Korea, Oct. 2020. (View) (Best Paper Award)

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International Conference2020

Y. I. Park, J. W. Song and S.-J. Kang, “HDR Image Generator Focused on Saturated Region Restoration with Contextual Loss”,  International SoC Design Conference (ISOCC), Yeosu, Korea, Oct. 2020. (View)

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International Conference2020

J. H. Song, S.-J. Kang, “Fast 3D Hand Pose Estimation for Real-time System”, International SoC Design Conference (ISOCC), Yeosu, Korea, Oct. 2020. (View)

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International Conference2020

J. H. Kim*, S. Lee* and S.-J. Kang, “End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images”,  Neural Information Processing Systems Workshop (NeurIPSW), Dec. 2020. (View)

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International Conference2019

S. J. Lee*, K. W. Kang*, S. Lee, and S.-J. Kang, “A Decomposition Method of Object Transfiguration”, SIGGRAPH Asia 2019 Technical Briefs. ACM, Nov. 2019. (View)

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International Conference2019

J. Park, Y. Lee, J. Heo and S.-J. Kang*, “Convolutional Neural Network-based Jaywalking Data Generation and Classification”, International SoC Design Conference(ISOCC), Jeju, Korea, Oct. 2019. (View) (Best Paper Award)

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International Conference2019

J. Heo, J. Park and S. J. Kang, “Deep Learning-based Object Focused Optical Flow Estimation for Contents-aware Display System”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019. (Best Paper Award)

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International Conference2019

S. Y. Jo, N. Ahn and S. J. Kang, “Deep Learning-based HDR Imaging for Virtual Reality Head Mounted Displays”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019.

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International Conference2019

J. S. Choi, S. J. Lee and S.-J. Kang, “Deep learning-based data augmentation for display defect detection”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019.

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International Conference2019

Y. L. Seo, S. H. Ahn, K. W. Kang and S.-J. Kang, “Optimal Quantization Selection for Fixed Point-based Convolution Neural Network”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019.

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International Conference2019

J. W. Chang, K. W. Kang and S. J Kang, “SDCNN: An efficient sparse deconvolutional neural network accelerator on FPGA,” Proceedings of Design, Automation & Test in Europe (DATE), Mar. 2019. (View)

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International Conference2019

N. Ahn and S.-J. Kang, “Multi-View image-based Vehicle Brand Recognition System with Cascaded Convolutional Neural Network”, 2019 IEEE International Conference on Consumer Electronics (ICCE). Jan. 2019. (View)

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International Conference2019

Y. Lee and S.-J. Kang, “Web Scraping Crawling-based Automatic Data Augmentation for Deep Neural Networks-based Vehicle Classifications”, 2019 IEEE International Conference on Consumer Electronics (ICCE). Jan. 2019. (View)

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International Conference2018

S. Y. Jo, N. Ahn, Y. Lee, and S.-J. Kang, “Transfer Learning-based Vehicle Classification”, International SoC Design Conference(ISOCC), Daegu, Korea, Nov. 2018. (View)

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International Conference2018

S. Kim, M. W. Seo, S. J. Lee and S.-J. Kang, “Object Tracking-based Foveated Super-Resolution Convolutional Neural Network for Head Mounted Display,” SIGGRAPH Asia 2018, ACM, Tokyo, Japan, Dec. 2018. (View)

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International Conference2018

S. Lee, G. H An and S. J Kang. “Deep Recursive HDRI: Inverse Tone Mapping using Generative Adversarial Networks.” Proceedings of the European Conference on Computer Vision (ECCV). Sep. 2018. (View)

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International Conference2018

J. W. Chang, K. W. Kang and S. J. Kang*, “FPGA-optimized Image Super-Resolution for Virtual Reality Using Deep Learning”, International Meeting on Information Display (IMID), Busan, Korea, Aug. 2018. (Best Paper Award)

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International Conference2018

S. Kim, Y. Lee, N. Ahn, and S.-J. Kang*, “Driver Identification System Using Convolutional Neural Network with Background Removal-based Infrared Data Augmentation”, Intelligent Vehicle Symposium, Chang Shu, China, Jun. 2018. (View)

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International Conference2018

J. W. Chang and S. J Kang, “On-Chip CNN Accelerator for Image Super-Resolution”, Proceedings of ACM/IEEE Design Automation Conference (DAC-WIP), San Francisco, CA, USA, Jun. 2018. (View)

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International Conference2018

K. W. Kang, M. W. Seo, S. L. Lee, H. C. Lee, E. Y. Oh, J. S. Baek and S.-J. Kang*, “Head Movement-based Motion Blur Measurement System for Head Mounted Displays”, The SID International Symposium, Seminar, and Exhibition, Los Angeles, USA, May. 2018. (View)

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International Conference2018

G. H. An, S. Lee, Y. D. Ahn and S.-J. Kang*, “Deep Tone-mapped HDRNET for High Dynamic Range Image Restoration”, The SID International Symposium, Seminar, and Exhibition, Los Angeles, USA, May. 2018. (View)

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International Conference2018

Y. D. Ahn, J. W. Chang, S. I. Cho and S.-J. Kang, “Wireless Communication Module-based User Identification Technique,” International Symposium on Innovation in Information Technology and Application, Malaysia, Jan. 29 – Feb. 2, 2018. (View)

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International Conference2018

S. I. Cho and S.-J. Kang, ” Real-time People Counting System Using Simplified Motion Detection,” International Symposium on Innovation in Information Technology and Application, Malaysia, Jan. 29 – Feb. 2, 2018. (View)

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International Conference2018

J. W. Chang and S. J.Kang, “Optimizing FPGA-based Convolutional Neural Networks Accelerator for Image Super-Resolution”, Proceedings of ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Jan. 2018. (View)

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International Conference2017

J. W. Chang, S.-J. Kang*, M. W. S., S. W. Choi, S. L. Lee, H. C. Lee, E. Y. Oh, and J. S. Baek. “Real-time Temporal Quality Compensation Technique for Head Mounted Displays.” SIGGRAPH Asia 2017 Posters. ACM, Nov. 2017. (View)

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International Conference2017

S. Kim, G. H. An, S.-J. Kang*, “Facial Expression Recognition System Using Machine Learning”, International SoC Design Conference(ISOCC), Seoul, Korea, Nov. 2017. (View) (Best Paper Award)

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International Conference2017

B. J. Kim,  S. Y. Lee and S.-J. Kang*, “Hybrid Sensors-based Wind Turbine Blade Monitoring system”, International Symposium on Advanced Intelligent Systems(ISIS), Daegu, Korea, Oct. 2017.

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International Conference2017

Y. D. Ahn, G. H. An, Y.  S. Kim and S.-J. Kang*, “Reverse Tone Mapping with Adaptive Mapping Curve”, International Meeting on Information Display (IMID), Busan, Korea, Aug. 2017.

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International Conference2017

G. H. An, Y. D. Ahn, and S.-J. Kang*, “Backlight Uniformity Evaluation Method for 1-D Local Dimming Display”, International Meeting on Information Display (IMID), Busan, Korea, Aug. 2017.

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International Conference2017

S. P. Cheon, S. J.Kang, “Sensor-based Driver Condition Recognition using Support Vector Machine for the Detection of Driver Drowsiness,” Intelligent Vehicle Symposium, Los Angeles, USA, Jun. 2017. (View)

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International Conference2017

M. W. Seo, S. W. Choi, and S.-J. Kang, “Sensor-based Latency Reduction Method for Virtual Reality Head Mounted Display”, The SID International Symposium, Seminar, and Exhibition, Los Angeles, USA, May. 2017. (View)

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International Conference2016

S. W. Choi, M. W. Seo, and S.-J. Kang, “Prediction-Based Latency Compensation Technique for Head Mounted Display”, 13th International SoC Design Conference, Jeju , Korea, Oct. 2016. (View)

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International Conference2016

Y. D. Ahn, and S.-J. Kang*, “Mapping Table based Fisheye Image Correction Using Interpolation for Time Reduction”, 13th International SoC Design Conference, Jeju, Korea, Oct. 2016. (View)

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International Conference2016

H. S. Lee, S.-J. Kang, and Y. H. Kim*, “Motion Vector Smoothing of Boundary of Moving Object for Frame Rate Up-Conversion”, 13th International SoC Design Conference, Jeju, Korea, Oct. 2016. (View)

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International Conference2016

S. Yoon, S.-J. Kang, and Y. H. Kim*, “Block-based Static Caption Detection Using Intensity Range”, IEEE Global Conference on Consumer Electronics, Kyoto, Japan, Oct. 2016. (View)

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International Conference2016

M. W. Seo, S. W. Choi, S. L. Lee, J. H. Park, E. Y. Oh, J. S. Baek and S.-J. Kang, “Motion-to-Photon Latency Analysis for Virtual Reality HMD System”, The 16th International Meeting on Information Display (IMID), Jeju, Korea, Aug. 2016.

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International Conference2016

S. P. Cheon, S. H. Kim, Y. H. Kim and S.-J. Kang*, “Performance Analysis of Stereo Matching for Multiview 3D Displays,” The 16th International Meeting on Information Display (IMID), Jeju, Korea, Aug. 2016.

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International Conference2016

S. W. Choi, M. W. Seo, S. L. Lee, J. H. Park, E. Y. Oh, J. S. Baek and S.-J. Kang, “Head position model-based Latency Measurement System for Virtual Reality Head Mounted Display”, The SID International Symposium, Seminar, and Exhibition, San Francisco, USA, May. 2016. (View)

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International Conference2016

S.-J. Kang, Y. W Jeong, J. J. Yun and S. Bae*, “Real-time Eye Tracking Technique for Multiview 3D Systems”, The 32th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2016. (View)

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International Conference2015

S. W. Choi and S.-J. Kang, “Edge Density-based Age Estimation Algorithm for Public Display”, The 15th International Meeting on Information Display (IMID), Daegu, Korea, Aug. 2015.

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International Conference2015

Y. D. Ahn and S.-J. Kang*, “OLED Power-Reduction Algorithm Using Gray-Level Mapping Conversion”, The SID International Symposium, Seminar, and Exhibition, San Jose, USA, May 31-June 5, 2015. (View)

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International Conference2015

S.-J. Kang, “Positional Analysis-based Scene-change Detection Algorithm”, The 31th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2015. (View)

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International Conference2013

S.-J. Kang, S. I. Cho, S. Yoo and Y. H. Kim*, “Multi-histogram Based Scene Change Detection for Frame Rate Up-Conversion”, The 31th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2013. (View)

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International Conference2012

S.-J. Kang, S. Kim, E. Oh and Y. W. Song*, “Luminance-Difference-based Adaptive Subpixel Rendering Algorithm for Matrix Displays”, The 30th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2012. (View)

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International Conference2012

S.-J. Kang and Y. H. Kim*, “Dynamic Backlight Dimming Using Multiple Histograms for Low Power Liquid Crystal Displays”, The 29th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2011. (View)

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International Conference2012

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Performance Comparison of Fast Bilateral Motion Estimation Algorithms for Frame Rate Up-Conversion”, International Meeting on Information Display (IMID), Seoul, Korea, Oct. 2010.\r\nS. I. Cho, S.-J. Kang  and Y. H. Kim*, “Global Backlight Dimming Method Using a Two-sided Gray-level Conversion for LCD”, International Meeting on Information Display (IMID), Seoul, Korea, Oct. 2010.

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International Conference2012

P. Lavole, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Dynamic Global Dimming Method based on the Complementary Cumulative Distribution Function for LCD”, International Meeting on Information Display (IMID), Seoul, Korea, Oct. 2010.

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International Conference2012

S.-J. Kang, H. Ahn, H. Hong, E. Oh, I. Chung and Y. H. Kim*, “Low-Power LCDs Using an Image Integrity-Based Backlight-Dimming Algorithm”, The SID International Symposium, Seminar, and Exhibition, Seattle, USA, May. 2010. (View)

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International Conference2012

P. Lavole, S. K. Lee, S.-J. Kang and Y. H. Kim*, “Dynamic Clipping Ratio Determination for Global Backlight Dimming in LCD”, The IEEE International Symposium on Circuits and Systems (ISCAS), Paris, France, May 30-June 2, 2010. (View)

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International Conference2012

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim*, “Full Search Block Matching Algorithm using Pattern-based Sub-sampling for Low Power Hardware Implementation”, International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Jeju, Korea, Jul. 2009. (View)

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International Conference2012

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim*, “Design and Implementation of Median Filter based Adaptive Motion Vector Smoothing for Motion Compensated Frame Rate Up-Conversion”, The 13th IEEE International Symposium on Consumer Electronics, Kyoto, Japan, May. 2009. (View)

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International Conference2012

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Adaptive Sum of the Bilateral Absolute Difference for Motion Estimation Using Temporal Symmetry”, The SID International Symposium, Seminar, and Exhibition, Texas, USA, May. 2009. (View)

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International Conference2012

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim, “Hardware Implementation of Motion Estimation Using a Sub-sampled Block for Frame Rate Up-Conversion”, International SoC Design Conference (ISOCC), Busan, Korea, Nov. 2008. (View)

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International Conference2012

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Phase Correlated Bilateral Motion Estimation for Frame Rate Up-Conversion”, International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Shimonoseki, Japan, Jul. 2008. (View)

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International Conference2012

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim*, “Adaptive frame rate up-conversion considering low computational complexity and complex motion”, The SID International Symposium, Seminar, and Exhibition, LA, USA, May. 2008. (View)

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International Conference2012

S. K. Lee, D. G. Yoo, S.-J. Kang and Y. H. Kim*, “A Novel Image Compression Algorithm for Overdriving”, The SID International Symposium, Seminar, and Exhibition, LA, USA, May. 2008. (View)

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International Conference2012

S.-J. Kang, S. K. Lee, D. G. Yu and Y. H. Kim*, “Frame rate up-conversion with bidirectional sub-sampled block motion estimation and minimum deviation filter”, International Conference on New Exploratory Technologies, Seoul, Korea, Oct. 2007. (View)

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International Conference2012

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Adaptive color processing algorithm for frame rate up-conversion”, International Conference on New Exploratory Technologies, Seoul, Korea, Oct. 2007.

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International Conference2012

S.-J. Kang, D. G. Yoo and Y. H. Kim*, “Phase correlation-based motion estimation using variable block sizes for frame rate up-conversion”, International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Pusan, Korea, Jul. 2007. (View)

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International Conference2012

S.-J. Kang and Y. H. Kim*, “Performance comparison of motion estimation methods for frame rate up-conversion”, International Display Workshops (IDW), Otsu, Japan, Dec. 2006. (View)

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