| 2026 | WACV | GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search. | Hyunju Lee, Youngmin Oh, Jeimin Jeon, Donghyeon Baek, Bumsub Ham |
| 2025 | AAAI | Maximizing the Position Embedding for Vision Transformers with Global Average Pooling. | Wonjun Lee, Bumsub Ham, Suhyun Kim |
| 2025 | AAAI | Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions. | Youngmin Oh, Hyunju Lee, Bumsub Ham |
| 2025 | CVPR | Subnet-Aware Dynamic Supernet Training for Neural Architecture Search. | Jeimin Jeon, Youngmin Oh, Junghyup Lee, Donghyeon Baek, Dohyung Kim, Chanho Eom, Bumsub Ham |
| 2025 | ICCV | Scheduling Weight Transitions for Quantization-Aware Training. | Junghyup Lee, Jeimin Jeon, Dohyung Kim, Bumsub Ham |
| 2025 | ICML | ELITE: Enhanced Language-Image Toxicity Evaluation for Safety. | Wonjun Lee, Doehyeon Lee, Eugene Choi, Sangyoon Yu, Ashkan Yousefpour, Haon Park, Bumsub Ham, Suhyun Kim |
| 2024 | CVPR | AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search. | Junghyup Lee, Bumsub Ham |
| 2024 | CVPR | Instance-Aware Group Quantization for Vision Transformers. | Jaehyeon Moon, Dohyung Kim, Junyong Cheon, Bumsub Ham |
| 2024 | ECCV | Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients. | Dohyung Kim, Junghyup Lee, Jeimin Jeon, Jaehyeon Moon, Bumsub Ham |
| 2024 | ECCV | FYI: Flip Your Images for Dataset Distillation. | Byunggwan Son, Youngmin Oh, Donghyeon Baek, Bumsub Ham |
| 2023 | ICCV | Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification. | Geon Lee, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham |
| 2023 | ICCV | RankMixup: Ranking-Based Mixup Training for Network Calibration. | Jongyoun Noh, Hyekang Park, Junghyup Lee, Bumsub Ham |
| 2023 | ICCV | ACLS: Adaptive and Conditional Label Smoothing for Network Calibration. | Hyekang Park, Jongyoun Noh, Youngmin Oh, Donghyeon Baek, Bumsub Ham |
| 2022 | ECCV | Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation. | Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham |
| 2022 | ECCV | OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search. | Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham |
| 2021 | CVPR | Network Quantization With Element-Wise Gradient Scaling. | Junghyup Lee, Dohyung Kim, Bumsub Ham |
| 2021 | CVPR | HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection. | Jongyoun Noh, Sanghoon Lee, Bumsub Ham |
| 2021 | CVPR | Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation. | Youngmin Oh, Beomjun Kim, Bumsub Ham |
| 2021 | ICCV | Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation. | Donghyeon Baek, Youngmin Oh, Bumsub Ham |
| 2021 | ICCV | Video-based Person Re-identification with Spatial and Temporal Memory Networks. | Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham |
| 2021 | ICCV | Distance-aware Quantization. | Dohyung Kim, Junghyup Lee, Bumsub Ham |
| 2021 | ICCV | Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences. | Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham |
| 2020 | AAAI | Relation Network for Person Re-Identification. | Hyunjong Park, Bumsub Ham |
| 2020 | CVPR | Learning Memory-Guided Normality for Anomaly Detection. | Hyunjong Park, Jongyoun Noh, Bumsub Ham |
| 2020 | ECCV | Learning with Privileged Information for Efficient Image Super-Resolution. | Wonkyung Lee, Junghyup Lee, Dohyung Kim, Bumsub Ham |
| 2019 | CVPR | SFNet: Learning Object-Aware Semantic Correspondence. | Junghyup Lee, Dohyung Kim, Jean Ponce, Bumsub Ham |
| 2017 | CVPR | FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. | Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn |
| 2017 | ICCV | SCNet: Learning Semantic Correspondence. | Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce |
| 2017 | ICIP | Convolutional cost aggregation for robust stereo matching. | Somi Jeong, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn |
| 2017 | ICIP | Unsupervised stereo matching using correspondence consistency. | Sunghun Joung, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn |
| 2017 | ICIP | Deep stereo confidence prediction for depth estimation. | Sunok Kim, Dongbo Min, Bumsub Ham, Seungryong Kim, Kwanghoon Sohn |
| 2016 | ACCV | Point-Cut: Interactive Image Segmentation Using Point Supervision. | Changjae Oh, Bumsub Ham, Kwanghoon Sohn |
| 2016 | CVPR | Proposal Flow. | Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce |
| 2015 | CVPR | Robust image filtering using joint static and dynamic guidance. | Bumsub Ham, Minsu Cho, Jean Ponce |
| 2015 | CVPR | DASC: Dense adaptive self-correlation descriptor for multi-modal and multi-spectral correspondence. | Seungryong Kim, Dongbo Min, Bumsub Ham, Seungchul Ryu, Minh N. Do, Kwanghoon Sohn |
| 2014 | ACCV | Robust Stereo Matching Using Probabilistic Laplacian Surface Propagation. | Seungryong Kim, Bumsub Ham, Seungchul Ryu, Seon Joo Kim, Kwanghoon Sohn |
| 2014 | ICIP | Local self-similarity frequency descriptor for multispectral feature matching. | Seungryong Kim, Seungchul Ryu, Bumsub Ham, Junhyung Kim, Kwanghoon Sohn |
| 2013 | ICIP | Fast image retargeting via axis-aligned importance scaling. | Sunghwan Choi, Bumsub Ham, Kwanghoon Sohn |
| 2013 | ICIP | ABFT: Anisotropic binary feature transform based on structure tensor space. | Seungryong Kim, Hunjae Yoo, Seungchul Ryu, Bumsub Ham, Kwanghoon Sohn |
| 2013 | ICIP | Contextual information based visual saliency model. | Seungchul Ryu, Bumsub Ham, Kwanghoon Sohn |
| 2012 | BMVC | Probabilistic Correspondence Matching using Random Walk with Restart. | Changjae Oh, Bumsub Ham, Kwanghoon Sohn |
| 2011 | ICIP | Hole filling with random walks using occlusion constraints in view synthesis. | Sunghwan Choi, Bumsub Ham, Kwanghoon Sohn |
| 2011 | ICIP | Cost aggregation with anisotropic diffusion in feature space for hybrid stereo matching. | Bumsub Ham, Dongbo Min, Kwanghoon Sohn |
| 2010 | ICIP | Visual fatigue evaluation and enhancement for 2D-plus-depth video. | Jaeseob Choi, Donghyun Kim, Bumsub Ham, Sunghwan Choi, Kwanghoon Sohn |
| 2009 | ICIP | Spatial and temporal up-conversion technique for depth video. | Jinwook Choi, Dong Bo Min, Bumsub Ham, Kwanghoon Sohn |
| 2009 | ICIP | Virtual view rendering using super-resolution with multiview images. | Bumsub Ham, Dong Bo Min, Jinwook Choi, Kwanghoon Sohn |