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Journal Articles
- 2024
- [j26]Sanghoon Lee
, Youngmin Oh
, Donghyeon Baek, Junghyup Lee
, Bumsub Ham
:
PLoPS: Localization-aware person search with prototypical normalization. Pattern Recognit. 153: 110479 (2024) - 2022
- [j25]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): 1399-1414 (2022) - [j24]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): 8975-8991 (2022) - 2021
- [j23]Beomjun Kim, Jean Ponce, Bumsub Ham
:
Deformable Kernel Networks for Joint Image Filtering. Int. J. Comput. Vis. 129(2): 579-600 (2021) - 2020
- [j22]Chanho Eom
, Hyunjong Park, Bumsub Ham
:
Temporally Consistent Depth Prediction With Flow-Guided Memory Units. IEEE Trans. Intell. Transp. Syst. 21(11): 4626-4636 (2020) - 2019
- [j21]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: 281-292 (2019) - [j20]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): 581-595 (2019) - [j19]Youngjung Kim, Bumsub Ham
, Minh N. Do
, Kwanghoon Sohn
:
Structure-Texture Image Decomposition Using Deep Variational Priors. IEEE Trans. Image Process. 28(6): 2692-2704 (2019) - 2018
- [j18]Bumsub Ham
, Minsu Cho, Jean Ponce:
Robust Guided Image Filtering Using Nonconvex Potentials. IEEE Trans. Pattern Anal. Mach. Intell. 40(1): 192-207 (2018) - [j17]Bumsub Ham
, Minsu Cho, Cordelia Schmid, Jean Ponce:
Proposal Flow: Semantic Correspondences from Object Proposals. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1711-1725 (2018) - 2017
- [j16]Changjae Oh, Bumsub Ham, Kwanghoon Sohn:
Robust interactive image segmentation using structure-aware labeling. Expert Syst. Appl. 79: 90-100 (2017) - [j15]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): 1712-1729 (2017) - [j14]Youngjung Kim, Dongbo Min
, Bumsub Ham, Kwanghoon Sohn:
Fast Domain Decomposition for Global Image Smoothing. IEEE Trans. Image Process. 26(8): 4079-4091 (2017) - 2016
- [j13]Hunjae Yoo, Jongin Son, Bumsub Ham, Kwanghoon Sohn
:
Real-time rear obstacle detection using reliable disparity for driver assistance. Expert Syst. Appl. 56: 186-196 (2016) - [j12]Youngjung Kim, Bumsub Ham, Changjae Oh, Kwanghoon Sohn:
Structure Selective Depth Superresolution for RGB-D Cameras. IEEE Trans. Image Process. 25(11): 5227-5238 (2016) - 2015
- [j11]Changjae Oh, Bumsub Ham, Sunghwan Choi, Kwanghoon Sohn:
Visual Fatigue Relaxation for Stereoscopic Video via Nonlinear Disparity Remapping. IEEE Trans. Broadcast. 61(2): 142-153 (2015) - [j10]Bumsub Ham, Dongbo Min, Kwanghoon Sohn:
Depth Superresolution by Transduction. IEEE Trans. Image Process. 24(5): 1524-1535 (2015) - [j9]Sunghwan Choi, Dongbo Min, Bumsub Ham, Kwanghoon Sohn:
Unsupervised Texture Flow Estimation Using Appearance-Space Clustering and Correspondence. IEEE Trans. Image Process. 24(11): 3652-3665 (2015) - [j8]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): 5953-5966 (2015) - 2014
- [j7]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): 1844-1859 (2014) - [j6]Bumsub Ham, Dongbo Min, Changjae Oh, Minh N. Do
, Kwanghoon Sohn:
Probability-Based Rendering for View Synthesis. IEEE Trans. Image Process. 23(2): 870-884 (2014) - [j5]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): 5638-5653 (2014) - 2013
- [j4]Bumsub Ham, Dongbo Min, Kwanghoon Sohn:
Revisiting the Relationship Between Adaptive Smoothing and Anisotropic Diffusion With Modified Filters. IEEE Trans. Image Process. 22(3): 1096-1107 (2013) - [j3]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): 2429-2441 (2013) - [j2]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): 2574-2588 (2013) - 2012
- [j1]Bumsub Ham, Dongbo Min, Kwanghoon Sohn:
Robust Scale-Space Filter Using Second-Order Partial Differential Equations. IEEE Trans. Image Process. 21(9): 3937-3951 (2012)
Conference and Workshop Papers
- 2023
- [c42]Jongyoun Noh, Hyekang Park, Junghyup Lee, Bumsub Ham:
RankMixup: Ranking-Based Mixup Training for Network Calibration. ICCV 2023: 1358-1368 - [c41]Hyekang Park, Jongyoun Noh, Youngmin Oh, Donghyeon Baek, Bumsub Ham:
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration. ICCV 2023: 3913-3922 - [c40]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: 11419-11428 - 2022
- [c39]Geon Lee
, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham:
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation. ECCV (30) 2022: 38-55 - [c38]Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee
, Bumsub Ham:
OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search. ECCV (10) 2022: 621-637 - [c37]Sumin Lee, Ki-Beom Lee, Sunghwan Joo, Hong Keun Ahn, Junghyup Lee
, Dohyung Kim, Bumsub Ham, Seong-Ook Jung:
SIF-NPU: A 28nm 3.48 TOPS/W 0.25 TOPS/mm2 CNN Accelerator with Spatially Independent Fusion for Real-Time UHD Super-Resolution. ESSCIRC 2022: 97-100 - [c36]Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham:
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation. NeurIPS 2022 - [c35]Youngmin Oh, Donghyeon Baek, Bumsub Ham:
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation. NeurIPS 2022 - 2021
- [c34]Junghyup Lee
, Dohyung Kim, Bumsub Ham:
Network Quantization With Element-Wise Gradient Scaling. CVPR 2021: 6448-6457 - [c33]Youngmin Oh, Beomjun Kim, Bumsub Ham:
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation. CVPR 2021: 6913-6922 - [c32]Jongyoun Noh, Sanghoon Lee, Bumsub Ham:
HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection. CVPR 2021: 14605-14614 - [c31]Dohyung Kim, Junghyup Lee
, Bumsub Ham:
Distance-aware Quantization. ICCV 2021: 5251-5260 - [c30]Donghyeon Baek, Youngmin Oh, Bumsub Ham:
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation. ICCV 2021: 9516-9525 - [c29]Chanho Eom, Geon Lee
, Junghyup Lee
, Bumsub Ham:
Video-based Person Re-identification with Spatial and Temporal Memory Networks. ICCV 2021: 12016-12025 - [c28]Hyunjong Park, Sanghoon Lee, Junghyup Lee
, Bumsub Ham:
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences. ICCV 2021: 12026-12035 - 2020
- [c27]Hyunjong Park, Bumsub Ham:
Relation Network for Person Re-Identification. AAAI 2020: 11839-11847 - [c26]Hyunjong Park, Jongyoun Noh, Bumsub Ham:
Learning Memory-Guided Normality for Anomaly Detection. CVPR 2020: 14360-14369 - [c25]Wonkyung Lee, Junghyup Lee
, Dohyung Kim, Bumsub Ham:
Learning with Privileged Information for Efficient Image Super-Resolution. ECCV (24) 2020: 465-482 - 2019
- [c24]Junghyup Lee
, Dohyung Kim, Jean Ponce, Bumsub Ham:
SFNet: Learning Object-Aware Semantic Correspondence. CVPR 2019: 2278-2287 - [c23]Chanho Eom, Bumsub Ham:
Learning Disentangled Representation for Robust Person Re-identification. NeurIPS 2019: 5298-5309 - 2018
- [c22]Bumsub Ham:
Session details: Oral Session 1. AVSU@MM 2018 - 2017
- [c21]Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn:
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. CVPR 2017: 616-625 - [c20]Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong
, Minsu Cho, Cordelia Schmid, Jean Ponce:
SCNet: Learning Semantic Correspondence. ICCV 2017: 1849-1858 - [c19]Sunok Kim, Dongbo Min, Bumsub Ham, Seungryong Kim, Kwanghoon Sohn:
Deep stereo confidence prediction for depth estimation. ICIP 2017: 992-996 - [c18]Sunghun Joung, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn:
Unsupervised stereo matching using correspondence consistency. ICIP 2017: 2518-2522 - [c17]Somi Jeong, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn:
Convolutional cost aggregation for robust stereo matching. ICIP 2017: 2523-2527 - 2016
- [c16]Changjae Oh, Bumsub Ham, Kwanghoon Sohn:
Point-Cut: Interactive Image Segmentation Using Point Supervision. ACCV (1) 2016: 229-244 - [c15]Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce:
Proposal Flow. CVPR 2016: 3475-3484 - 2015
- [c14]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: 2103-2112 - [c13]Bumsub Ham, Minsu Cho, Jean Ponce:
Robust image filtering using joint static and dynamic guidance. CVPR 2015: 4823-4831 - 2014
- [c12]Seungryong Kim, Bumsub Ham, Seungchul Ryu, Seon Joo Kim, Kwanghoon Sohn:
Robust Stereo Matching Using Probabilistic Laplacian Surface Propagation. ACCV (1) 2014: 368-383 - [c11]Seungryong Kim, Seungchul Ryu, Bumsub Ham, Junhyung Kim, Kwanghoon Sohn:
Local self-similarity frequency descriptor for multispectral feature matching. ICIP 2014: 5746-5750 - 2013
- [c10]Seungchul Ryu, Bumsub Ham, Kwanghoon Sohn:
Contextual information based visual saliency model. ICIP 2013: 201-205 - [c9]Sunghwan Choi, Bumsub Ham, Kwanghoon Sohn:
Fast image retargeting via axis-aligned importance scaling. ICIP 2013: 1061-1065 - [c8]Seungryong Kim, Hunjae Yoo, Seungchul Ryu, Bumsub Ham, Kwanghoon Sohn:
ABFT: Anisotropic binary feature transform based on structure tensor space. ICIP 2013: 2920-2923 - 2012
- [c7]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: 1-4 - [c6]Changjae Oh, Bumsub Ham, Kwanghoon Sohn:
Probabilistic Correspondence Matching using Random Walk with Restart. BMVC 2012: 1-10 - 2011
- [c5]Sunghwan Choi, Bumsub Ham, Kwanghoon Sohn:
Hole filling with random walks using occlusion constraints in view synthesis. ICIP 2011: 1965-1968 - [c4]Bumsub Ham, Dongbo Min, Kwanghoon Sohn:
Cost aggregation with anisotropic diffusion in feature space for hybrid stereo matching. ICIP 2011: 3365-3368 - 2010
- [c3]Jaeseob Choi, Donghyun Kim, Bumsub Ham, Sunghwan Choi, Kwanghoon Sohn:
Visual fatigue evaluation and enhancement for 2D-plus-depth video. ICIP 2010: 2981-2984 - 2009
- [c2]Bumsub Ham, Dong Bo Min, Jinwook Choi, Kwanghoon Sohn:
Virtual view rendering using super-resolution with multiview images. ICIP 2009: 2345-2348 - [c1]Jinwook Choi, Dong Bo Min, Bumsub Ham, Kwanghoon Sohn:
Spatial and temporal up-conversion technique for depth video. ICIP 2009: 3525-3528
Informal and Other Publications
- 2024
- [i33]Junghyup Lee, Bumsub Ham:
AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search. CoRR abs/2403.19232 (2024) - [i32]Jaehyeon Moon, Dohyung Kim, Junyong Cheon, Bumsub Ham:
Instance-Aware Group Quantization for Vision Transformers. CoRR abs/2404.00928 (2024) - [i31]Junghyup Lee, Dohyung Kim, Jeimin Jeon, Bumsub Ham:
Transition Rate Scheduling for Quantization-Aware Training. CoRR abs/2404.19248 (2024) - [i30]Byunggwan Son, Youngmin Oh, Donghyeon Baek, Bumsub Ham:
FYI: Flip Your Images for Dataset Distillation. CoRR abs/2407.08113 (2024) - 2023
- [i29]Geon Lee
, Sanghoon Lee, Dohyung Kim, Younghoon Shin, Yongsang Yoon, Bumsub Ham:
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification. CoRR abs/2308.11901 (2023) - [i28]Hyekang Park, Jongyoun Noh, Youngmin Oh, Donghyeon Baek, Bumsub Ham:
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration. CoRR abs/2308.11911 (2023) - [i27]Jongyoun Noh, Hyekang Park, Junghyup Lee, Bumsub Ham:
RankMixup: Ranking-Based Mixup Training for Network Calibration. CoRR abs/2308.11990 (2023) - 2022
- [i26]Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham:
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search. CoRR abs/2207.10320 (2022) - [i25]Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham:
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation. CoRR abs/2207.10892 (2022) - [i24]Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham:
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation. CoRR abs/2210.05941 (2022) - [i23]Youngmin Oh, Donghyeon Baek, Bumsub Ham:
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation. CoRR abs/2210.06816 (2022) - 2021
- [i22]Jongyoun Noh, Sanghoon Lee, Bumsub Ham:
HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object Detection. CoRR abs/2104.00902 (2021) - [i21]Junghyup Lee, Dohyung Kim, Bumsub Ham:
Network Quantization with Element-wise Gradient Scaling. CoRR abs/2104.00903 (2021) - [i20]Youngmin Oh, Beomjun Kim, Bumsub Ham:
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation. CoRR abs/2104.00905 (2021) - [i19]Donghyeon Baek, Youngmin Oh, Bumsub Ham:
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation. CoRR abs/2108.06536 (2021) - [i18]Dohyung Kim, Junghyup Lee, Bumsub Ham:
Distance-aware Quantization. CoRR abs/2108.06983 (2021) - [i17]Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham:
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences. CoRR abs/2108.07422 (2021) - [i16]Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham:
Video-based Person Re-identification with Spatial and Temporal Memory Networks. CoRR abs/2108.09039 (2021) - 2020
- [i15]Hyunjong Park, Jongyoun Noh, Bumsub Ham:
Learning Memory-guided Normality for Anomaly Detection. CoRR abs/2003.13228 (2020) - [i14]Wonkyung Lee, Junghyup Lee, Dohyung Kim, Bumsub Ham:
Learning with Privileged Information for Efficient Image Super-Resolution. CoRR abs/2007.07524 (2020) - 2019
- [i13]Beomjun Kim, Jean Ponce, Bumsub Ham:
Deformable kernel networks for guided depth map upsampling. CoRR abs/1903.11286 (2019) - [i12]Junghyup Lee, Dohyung Kim, Jean Ponce, Bumsub Ham:
SFNet: Learning Object-aware Semantic Correspondence. CoRR abs/1904.01810 (2019) - [i11]Chanho Eom, Hyunjong Park, Bumsub Ham:
Temporally Consistent Depth Prediction with Flow-Guided Memory Units. CoRR abs/1909.07074 (2019) - [i10]Beomjun Kim, Jean Ponce, Bumsub Ham:
Deformable Kernel Networks for Joint Image Filtering. CoRR abs/1910.08373 (2019) - [i9]Chanho Eom, Bumsub Ham:
Learning Disentangled Representation for Robust Person Re-identification. CoRR abs/1910.12003 (2019) - [i8]Hyunjong Park, Bumsub Ham:
Relation Network for Person Re-identification. CoRR abs/1911.09318 (2019) - [i7]Junghyup Lee, Dohyung Kim, Wonkyung Lee, Jean Ponce, Bumsub Ham:
Learning Semantic Correspondence Exploiting an Object-level Prior. CoRR abs/1911.12914 (2019) - 2017
- [i6]Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn:
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. CoRR abs/1702.00926 (2017) - [i5]Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce:
Proposal Flow: Semantic Correspondences from Object Proposals. CoRR abs/1703.07144 (2017) - [i4]Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce:
SCNet: Learning Semantic Correspondence. CoRR abs/1705.04043 (2017) - 2016
- [i3]Youngjung Kim, Dongbo Min, Bumsub Ham, Kwanghoon Sohn:
Efficient Splitting-based Method for Global Image Smoothing. CoRR abs/1604.07681 (2016) - [i2]Seungryong Kim, Dongbo Min, Bumsub Ham, Minh N. Do, Kwanghoon Sohn:
DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation. CoRR abs/1604.07944 (2016) - 2015
- [i1]Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce:
Proposal Flow. CoRR abs/1511.05065 (2015)
Coauthor Index
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