Bumsub Ham

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 76

Top Venues

CoRR

CVPR

IEEE Trans. Image Process.

ICCV

Publications

Byunggwan Son, Youngmin Oh, Donghyeon Baek, Bumsub Ham
FYI: Flip Your Images for Dataset Distillation. CoRR (2024)
Jaehyeon Moon, Dohyung Kim, Junyong Cheon, Bumsub Ham
Instance-Aware Group Quantization for Vision Transformers. CoRR (2024)
Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham
PLoPS: Localization-aware person search with prototypical normalization. Pattern Recognit. 153 (2024)
Dohyung Kim, Junghyup Lee, Jeimin Jeon, Jaehyeon Moon, Bumsub Ham
Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients. CoRR (2024)
Junghyup Lee, Bumsub Ham
AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search. CoRR (2024)
Junghyup Lee, Dohyung Kim, Jeimin Jeon, Bumsub Ham
Transition Rate Scheduling for Quantization-Aware Training. CoRR (2024)
Jongyoun Noh, Hyekang Park, Junghyup Lee, Bumsub Ham
RankMixup: Ranking-Based Mixup Training for Network Calibration. CoRR (2023)
Jongyoun Noh, Hyekang Park, Junghyup Lee, Bumsub Ham
RankMixup: Ranking-Based Mixup Training for Network Calibration. ICCV (2023)
Geon Lee, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification. ICCV (2023)
Geon Lee, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification. CoRR (2023)
Hyekang Park, Jongyoun Noh, Youngmin Oh, Donghyeon Baek, Bumsub Ham
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration. CoRR (2023)
Hyekang Park, Jongyoun Noh, Youngmin Oh, Donghyeon Baek, Bumsub Ham
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration. ICCV (2023)
Youngmin Oh, Donghyeon Baek, Bumsub Ham
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation. NeurIPS (2022)
Junghyup Lee, Dohyung Kim, Wonkyung Lee, Jean Ponce, Bumsub Ham
Learning Semantic Correspondence Exploiting an Object-Level Prior. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation. CoRR (2022)
Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation. CoRR (2022)
Sumin Lee, Ki-Beom Lee, Sunghwan Joo, Hong Keun Ahn, Junghyup Lee, Dohyung Kim, Bumsub Ham, Seong-Ook Jung
CNN Accelerator with Spatially Independent Fusion for Real-Time UHD Super-Resolution. ESSCIRC (2022)
Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham
OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search. ECCV (10) (2022)
Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation. ECCV (30) (2022)
Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search. CoRR (2022)
Chanho Eom, Wonkyung Lee, Geon Lee, Bumsub Ham
Disentangled Representations for Short-Term and Long-Term Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Youngmin Oh, Donghyeon Baek, Bumsub Ham
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation. CoRR (2022)
Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation. NeurIPS (2022)
Dohyung Kim, Junghyup Lee, Bumsub Ham
Distance-aware Quantization. CoRR (2021)
Youngmin Oh, Beomjun Kim, Bumsub Ham
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation. CVPR (2021)
Dohyung Kim, Junghyup Lee, Bumsub Ham
Distance-aware Quantization. ICCV (2021)
Donghyeon Baek, Youngmin Oh, Bumsub Ham
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation. CoRR (2021)
Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences. CoRR (2021)
Junghyup Lee, Dohyung Kim, Bumsub Ham
Network Quantization With Element-Wise Gradient Scaling. CVPR (2021)
Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham
Video-based Person Re-identification with Spatial and Temporal Memory Networks. ICCV (2021)
Youngmin Oh, Beomjun Kim, Bumsub Ham
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation. CoRR (2021)
Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham
Video-based Person Re-identification with Spatial and Temporal Memory Networks. CoRR (2021)
Junghyup Lee, Dohyung Kim, Bumsub Ham
Network Quantization with Element-wise Gradient Scaling. CoRR (2021)
Beomjun Kim, Jean Ponce, Bumsub Ham
Deformable Kernel Networks for Joint Image Filtering. Int. J. Comput. Vis. 129 (2) (2021)
Donghyeon Baek, Youngmin Oh, Bumsub Ham
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation. ICCV (2021)
Jongyoun Noh, Sanghoon Lee, Bumsub Ham
HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection. CVPR (2021)
Jongyoun Noh, Sanghoon Lee, Bumsub Ham
HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object Detection. CoRR (2021)
Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences. ICCV (2021)
Chanho Eom, Hyunjong Park, Bumsub Ham
Temporally Consistent Depth Prediction With Flow-Guided Memory Units. IEEE Trans. Intell. Transp. Syst. 21 (11) (2020)
Wonkyung Lee, Junghyup Lee, Dohyung Kim, Bumsub Ham
Learning with Privileged Information for Efficient Image Super-Resolution. CoRR (2020)
Hyunjong Park, Jongyoun Noh, Bumsub Ham
Learning Memory-guided Normality for Anomaly Detection. CoRR (2020)
Hyunjong Park, Jongyoun Noh, Bumsub Ham
Learning Memory-Guided Normality for Anomaly Detection. CVPR (2020)
Hyunjong Park, Bumsub Ham
Relation Network for Person Re-Identification. AAAI (2020)
Wonkyung Lee, Junghyup Lee, Dohyung Kim, Bumsub Ham
Learning with Privileged Information for Efficient Image Super-Resolution. ECCV (24) (2020)
Junghyup Lee, Dohyung Kim, Jean Ponce, Bumsub Ham
SFNet: Learning Object-aware Semantic Correspondence. CoRR (2019)
Junghyup Lee, Dohyung Kim, Jean Ponce, Bumsub Ham
SFNet: Learning Object-Aware Semantic Correspondence. CVPR (2019)
Youngjung Kim, Bumsub Ham, Minh N. Do, Kwanghoon Sohn
Structure-Texture Image Decomposition Using Deep Variational Priors. IEEE Trans. Image Process. 28 (6) (2019)
Chanho Eom, Hyunjong Park, Bumsub Ham
Temporally Consistent Depth Prediction with Flow-Guided Memory Units. CoRR (2019)
Beomjun Kim, Jean Ponce, Bumsub Ham
Deformable Kernel Networks for Joint Image Filtering. CoRR (2019)
Seungryong Kim, Dongbo Min, Bumsub Ham, Stephen Lin, Kwanghoon Sohn
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. IEEE Trans. Pattern Anal. Mach. Intell. 41 (3) (2019)
Junghyup Lee, Dohyung Kim, Wonkyung Lee, Jean Ponce, Bumsub Ham
Learning Semantic Correspondence Exploiting an Object-level Prior. CoRR (2019)
Hyunjong Park, Bumsub Ham
Relation Network for Person Re-identification. CoRR (2019)
Chanho Eom, Bumsub Ham
Learning Disentangled Representation for Robust Person Re-identification. NeurIPS (2019)
Chanho Eom, Bumsub Ham
Learning Disentangled Representation for Robust Person Re-identification. CoRR (2019)
Changjae Oh, Bumsub Ham, Hansung Kim, Adrian Hilton, Kwanghoon Sohn
OCEAN: Object-centric arranging network for self-supervised visual representations learning. Expert Syst. Appl. 125 (2019)
Beomjun Kim, Jean Ponce, Bumsub Ham
Deformable kernel networks for guided depth map upsampling. CoRR (2019)
Bumsub Ham
Session details: Oral Session 1. AVSU@MM (2018)
Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce
Proposal Flow: Semantic Correspondences from Object Proposals. IEEE Trans. Pattern Anal. Mach. Intell. 40 (7) (2018)
Bumsub Ham, Minsu Cho, Jean Ponce
Robust Guided Image Filtering Using Nonconvex Potentials. IEEE Trans. Pattern Anal. Mach. Intell. 40 (1) (2018)
Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce
SCNet: Learning Semantic Correspondence. CoRR (2017)
Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce
Proposal Flow: Semantic Correspondences from Object Proposals. CoRR (2017)
Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. CoRR (2017)
Sunghun Joung, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn
Unsupervised stereo matching using correspondence consistency. ICIP (2017)
Somi Jeong, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn
Convolutional cost aggregation for robust stereo matching. ICIP (2017)
Youngjung Kim, Dongbo Min, Bumsub Ham, Kwanghoon Sohn
Fast Domain Decomposition for Global Image Smoothing. IEEE Trans. Image Process. 26 (8) (2017)
Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce
SCNet: Learning Semantic Correspondence. ICCV (2017)
Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. CVPR (2017)
Changjae Oh, Bumsub Ham, Kwanghoon Sohn
Robust interactive image segmentation using structure-aware labeling. Expert Syst. Appl. 79 (2017)
Seungryong Kim, Dongbo Min, Bumsub Ham, Minh N. Do, Kwanghoon Sohn
DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Sunok Kim, Dongbo Min, Bumsub Ham, Seungryong Kim, Kwanghoon Sohn
Deep stereo confidence prediction for depth estimation. ICIP (2017)
Changjae Oh, Bumsub Ham, Kwanghoon Sohn
Point-Cut: Interactive Image Segmentation Using Point Supervision. ACCV (1) (2016)
Youngjung Kim, Dongbo Min, Bumsub Ham, Kwanghoon Sohn
Efficient Splitting-based Method for Global Image Smoothing. CoRR (2016)
Seungryong Kim, Dongbo Min, Bumsub Ham, Minh N. Do, Kwanghoon Sohn
DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation. CoRR (2016)
Hunjae Yoo, Jongin Son, Bumsub Ham, Kwanghoon Sohn
Real-time rear obstacle detection using reliable disparity for driver assistance. Expert Syst. Appl. 56 (2016)
Youngjung Kim, Bumsub Ham, Changjae Oh, Kwanghoon Sohn
Structure Selective Depth Superresolution for RGB-D Cameras. IEEE Trans. Image Process. 25 (11) (2016)
Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce
Proposal Flow. CVPR (2016)
Bumsub Ham, Minsu Cho, Jean Ponce
Robust image filtering using joint static and dynamic guidance. CVPR (2015)
Bumsub Ham, Dongbo Min, Kwanghoon Sohn
Depth Superresolution by Transduction. IEEE Trans. Image Process. 24 (5) (2015)
Seungryong Kim, Dongbo Min, Bumsub Ham, Seungchul Ryu, Minh N. Do, Kwanghoon Sohn
DASC: Dense adaptive self-correlation descriptor for multi-modal and multi-spectral correspondence. CVPR (2015)
Sunghwan Choi, Dongbo Min, Bumsub Ham, Kwanghoon Sohn
Unsupervised Texture Flow Estimation Using Appearance-Space Clustering and Correspondence. IEEE Trans. Image Process. 24 (11) (2015)
Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce
Proposal Flow. CoRR (2015)
Changjae Oh, Bumsub Ham, Sunghwan Choi, Kwanghoon Sohn
Visual Fatigue Relaxation for Stereoscopic Video via Nonlinear Disparity Remapping. IEEE Trans. Broadcast. 61 (2) (2015)
Sunghwan Choi, Dongbo Min, Bumsub Ham, Youngjung Kim, Changjae Oh, Kwanghoon Sohn
Depth Analogy: Data-Driven Approach for Single Image Depth Estimation Using Gradient Samples. IEEE Trans. Image Process. 24 (12) (2015)
Seungryong Kim, Seungchul Ryu, Bumsub Ham, Junhyung Kim, Kwanghoon Sohn
Local self-similarity frequency descriptor for multispectral feature matching. ICIP (2014)
Seungryong Kim, Bumsub Ham, Seungchul Ryu, Seon Joo Kim, Kwanghoon Sohn
Robust Stereo Matching Using Probabilistic Laplacian Surface Propagation. ACCV (1) (2014)
Dongbo Min, Sunghwan Choi, Jiangbo Lu, Bumsub Ham, Kwanghoon Sohn, Minh N. Do
Fast Global Image Smoothing Based on Weighted Least Squares. IEEE Trans. Image Process. 23 (12) (2014)
Seungryong Kim, Bumsub Ham, Bongjoe Kim, Kwanghoon Sohn
Mahalanobis Distance Cross-Correlation for Illumination-Invariant Stereo Matching. IEEE Trans. Circuits Syst. Video Technol. 24 (11) (2014)
Bumsub Ham, Dongbo Min, Changjae Oh, Minh N. Do, Kwanghoon Sohn
Probability-Based Rendering for View Synthesis. IEEE Trans. Image Process. 23 (2) (2014)
Bumsub Ham, Dongbo Min, Kwanghoon Sohn
A Generalized Random Walk With Restart and its Application in Depth Up-Sampling and Interactive Segmentation. IEEE Trans. Image Process. 22 (7) (2013)
Seungryong Kim, Hunjae Yoo, Seungchul Ryu, Bumsub Ham, Kwanghoon Sohn
ABFT: Anisotropic binary feature transform based on structure tensor space. ICIP (2013)
Bumsub Ham, Dongbo Min, Kwanghoon Sohn
Revisiting the Relationship Between Adaptive Smoothing and Anisotropic Diffusion With Modified Filters. IEEE Trans. Image Process. 22 (3) (2013)
Sunghwan Choi, Bumsub Ham, Kwanghoon Sohn
Space-Time Hole Filling With Random Walks in View Extrapolation for 3D Video. IEEE Trans. Image Process. 22 (6) (2013)
Seungchul Ryu, Bumsub Ham, Kwanghoon Sohn
Contextual information based visual saliency model. ICIP (2013)
Sunghwan Choi, Bumsub Ham, Kwanghoon Sohn
Fast image retargeting via axis-aligned importance scaling. ICIP (2013)
Bumsub Ham, Dongbo Min, Kwanghoon Sohn
Robust Scale-Space Filter Using Second-Order Partial Differential Equations. IEEE Trans. Image Process. 21 (9) (2012)
Sunghwan Choi, Bumsub Ham, Changjae Oh, Hyon-Gon Choo, Jinwoong Kim, Kwanghoon Sohn
Hybrid approach for accurate depth acquisition with structured light and stereo camera. BMSB (2012)
Changjae Oh, Bumsub Ham, Kwanghoon Sohn
Probabilistic Correspondence Matching using Random Walk with Restart. BMVC (2012)
Sunghwan Choi, Bumsub Ham, Kwanghoon Sohn
Hole filling with random walks using occlusion constraints in view synthesis. ICIP (2011)
Bumsub Ham, Dongbo Min, Kwanghoon Sohn
Cost aggregation with anisotropic diffusion in feature space for hybrid stereo matching. ICIP (2011)
Jaeseob Choi, Donghyun Kim, Bumsub Ham, Sunghwan Choi, Kwanghoon Sohn
Visual fatigue evaluation and enhancement for 2D-plus-depth video. ICIP (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bumsub Ham