Ham, Bumsub

32 publications

NeurIPS 2025 AccuQuant: Simulating Multiple Denoising Steps for Quantizing Diffusion Models Seunghoon Lee, Jeongwoo Choi, Byunggwan Son, Jaehyeon Moon, Jeimin Jeon, Bumsub Ham

ICML 2025 ELITE: Enhanced Language-Image Toxicity Evaluation for Safety Wonjun Lee, Doehyeon Lee, Eugene Choi, Sangyoon Yu, Ashkan Yousefpour, Haon Park, Bumsub Ham, Suhyun Kim

AAAI 2025 Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions Youngmin Oh, Hyunju Lee, Bumsub Ham

AAAI 2025 Maximizing the Position Embedding for Vision Transformers with Global Average Pooling Wonjun Lee, Bumsub Ham, Suhyun Kim

ICCV 2025 Scheduling Weight Transitions for Quantization-Aware Training Junghyup Lee, Jeimin Jeon, Dohyung Kim, Bumsub Ham

CVPR 2025 Subnet-Aware Dynamic Supernet Training for Neural Architecture Search Jeimin Jeon, Youngmin Oh, Junghyup Lee, Donghyeon Baek, Dohyung Kim, Chanho Eom, Bumsub Ham

CVPR 2024 AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search Junghyup Lee, Bumsub Ham

ECCV 2024 FYI: Flip Your Images for Dataset Distillation Byunggwan Son, Youngmin Oh, Donghyeon Baek, Bumsub Ham

CVPR 2024 Instance-Aware Group Quantization for Vision Transformers Jaehyeon Moon, Dohyung Kim, Junyong Cheon, Bumsub Ham

ECCV 2024 Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients Dohyung Kim, Junghyup Lee, Jeimin Jeon, Jaehyeon Moon, Bumsub Ham

ICCV 2023 ACLS: Adaptive and Conditional Label Smoothing for Network Calibration Hyekang Park, Jongyoun Noh, Youngmin Oh, Donghyeon Baek, Bumsub Ham

ICCV 2023 Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-Identification Geon Lee, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham

ICCV 2023 RankMixup: Ranking-Based Mixup Training for Network Calibration Jongyoun Noh, Hyekang Park, Junghyup Lee, Bumsub Ham

NeurIPS 2022 ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation Youngmin Oh, Donghyeon Baek, Bumsub Ham

ECCV 2022 Bi-Directional Contrastive Learning for Domain Adaptive Semantic Segmentation Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham

NeurIPS 2022 Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham

ECCV 2022 OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham

CVPR 2021 Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation Youngmin Oh, Beomjun Kim, Bumsub Ham

ICCV 2021 Distance-Aware Quantization Dohyung Kim, Junghyup Lee, Bumsub Ham

ICCV 2021 Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek, Youngmin Oh, Bumsub Ham

CVPR 2021 HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection Jongyoun Noh, Sanghoon Lee, Bumsub Ham

ICCV 2021 Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham

CVPR 2021 Network Quantization with Element-Wise Gradient Scaling Junghyup Lee, Dohyung Kim, Bumsub Ham

ICCV 2021 Video-Based Person Re-Identification with Spatial and Temporal Memory Networks Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham

ECCV 2020 Learning with Privileged Information for Efficient Image Super-Resolution Wonkyung Lee, Junghyup Lee, Dohyung Kim, Bumsub Ham

AAAI 2020 Relation Network for Person Re-Identification Hyunjong Park, Bumsub Ham

NeurIPS 2019 Learning Disentangled Representation for Robust Person Re-Identification Chanho Eom, Bumsub Ham

CVPR 2017 FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn

ICCV 2017 SCNet: Learning Semantic Correspondence Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce

CVPR 2016 Proposal Flow Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce

CVPR 2015 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

CVPR 2015 Robust Image Filtering Using Joint Static and Dynamic Guidance Bumsub Ham, Minsu Cho, Jean Ponce