Spatial and temporal up-conversion technique for depth video. - Jinwook Choi; Dong Bo Min; Bumsub Ham; Kwanghoon Sohn (ICIP, 2009)

Virtual view rendering using super-resolution with multiview images. - Bumsub Ham; Dong Bo Min; Jinwook Choi; Kwanghoon Sohn (ICIP, 2009)

Visual fatigue evaluation and enhancement for 2D-plus-depth video. - Jaeseob Choi; Donghyun Kim 010; Bumsub Ham; Sunghwan Choi; Kwanghoon Sohn (ICIP, 2010)

Hole filling with random walks using occlusion constraints in view synthesis. - Sunghwan Choi; Bumsub Ham; Kwanghoon Sohn (ICIP, 2011)

Cost aggregation with anisotropic diffusion in feature space for hybrid stereo matching. - Bumsub Ham; Dongbo Min; Kwanghoon Sohn (ICIP, 2011)

Hybrid approach for accurate depth acquisition with structured light and stereo camera. - Sunghwan Choi; Bumsub Ham; Changjae Oh; Hyon-Gon Choo; Jinwoong Kim; Kwanghoon Sohn (BMSB, 2012)

Probabilistic Correspondence Matching using Random Walk with Restart. - Changjae Oh; Bumsub Ham; Kwanghoon Sohn (BMVC, 2012)

Robust Scale-Space Filter Using Second-Order Partial Differential Equations. - Bumsub Ham; Dongbo Min; Kwanghoon Sohn (IEEE Trans. Image Process., 2012)

Fast image retargeting via axis-aligned importance scaling. - Sunghwan Choi; Bumsub Ham; Kwanghoon Sohn (ICIP, 2013)

ABFT: Anisotropic binary feature transform based on structure tensor space. - Seungryong Kim; Hunjae Yoo; Seungchul Ryu; Bumsub Ham; Kwanghoon Sohn (ICIP, 2013)

Contextual information based visual saliency model. - Seungchul Ryu; Bumsub Ham; Kwanghoon Sohn (ICIP, 2013)

Space-Time Hole Filling With Random Walks in View Extrapolation for 3D Video. - Sunghwan Choi; Bumsub Ham; Kwanghoon Sohn (IEEE Trans. Image Process., 2013)

Revisiting the Relationship Between Adaptive Smoothing and Anisotropic Diffusion With Modified Filters. - Bumsub Ham; Dongbo Min; Kwanghoon Sohn (IEEE Trans. Image Process., 2013)

A Generalized Random Walk With Restart and its Application in Depth Up-Sampling and Interactive Segmentation. - Bumsub Ham; Dongbo Min; Kwanghoon Sohn (IEEE Trans. Image Process., 2013)

Robust Stereo Matching Using Probabilistic Laplacian Surface Propagation. - Seungryong Kim; Bumsub Ham; Seungchul Ryu; Seon Joo Kim; Kwanghoon Sohn (ACCV (1), 2014)

Local self-similarity frequency descriptor for multispectral feature matching. - Seungryong Kim; Seungchul Ryu; Bumsub Ham; Junhyung Kim; Kwanghoon Sohn (ICIP, 2014)

Mahalanobis Distance Cross-Correlation for Illumination-Invariant Stereo Matching. - Seungryong Kim; Bumsub Ham; Bongjoe Kim; Kwanghoon Sohn (IEEE Trans. Circuits Syst. Video Technol., 2014)

Probability-Based Rendering for View Synthesis. - Bumsub Ham; Dongbo Min; Changjae Oh; Minh N. Do; Kwanghoon Sohn (IEEE Trans. Image Process., 2014)

Fast Global Image Smoothing Based on Weighted Least Squares. - Dongbo Min; Sunghwan Choi; Jiangbo Lu; Bumsub Ham; Kwanghoon Sohn; Minh N. Do (IEEE Trans. Image Process., 2014)

Robust image filtering using joint static and dynamic guidance. - Bumsub Ham; Minsu Cho; 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)

Visual Fatigue Relaxation for Stereoscopic Video via Nonlinear Disparity Remapping. - Changjae Oh; Bumsub Ham; Sunghwan Choi; Kwanghoon Sohn (IEEE Trans. Broadcast., 2015)

Depth Analogy: Data-Driven Approach for Single Image Depth Estimation Using Gradient Samples. - Sunghwan Choi; Dongbo Min; Bumsub Ham; Youngjung Kim; Changjae Oh; Kwanghoon Sohn (IEEE Trans. Image Process., 2015)

Unsupervised Texture Flow Estimation Using Appearance-Space Clustering and Correspondence. - Sunghwan Choi; Dongbo Min; Bumsub Ham; Kwanghoon Sohn (IEEE Trans. Image Process., 2015)

Depth Superresolution by Transduction. - Bumsub Ham; Dongbo Min; Kwanghoon Sohn (IEEE Trans. Image Process., 2015)

Point-Cut: Interactive Image Segmentation Using Point Supervision. - Changjae Oh; Bumsub Ham; Kwanghoon Sohn (ACCV (1), 2016)

Proposal Flow. - Bumsub Ham; Minsu Cho; Cordelia Schmid; Jean Ponce (CVPR, 2016)

Efficient Splitting-based Method for Global Image Smoothing. - Youngjung Kim; Dongbo Min; Bumsub Ham; Kwanghoon Sohn (CoRR, 2016)

Real-time rear obstacle detection using reliable disparity for driver assistance. - Hunjae Yoo; Jongin Son; Bumsub Ham; Kwanghoon Sohn (Expert Syst. Appl., 2016)

Structure Selective Depth Superresolution for RGB-D Cameras. - Youngjung Kim; Bumsub Ham; Changjae Oh; Kwanghoon Sohn (IEEE Trans. Image Process., 2016)

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. - Seungryong Kim; Dongbo Min; Bumsub Ham; Sangryul Jeon; Stephen Lin 001; Kwanghoon Sohn (CVPR, 2017)

SCNet: Learning Semantic Correspondence. - Kai Han 001; Rafael S. Rezende; Bumsub Ham; Kwan-Yee K. Wong; Minsu Cho; Cordelia Schmid; Jean Ponce (ICCV, 2017)

Convolutional cost aggregation for robust stereo matching. - Somi Jeong; Seungryong Kim; Bumsub Ham; Kwanghoon Sohn (ICIP, 2017)

Unsupervised stereo matching using correspondence consistency. - Sunghun Joung; Seungryong Kim; Bumsub Ham; Kwanghoon Sohn (ICIP, 2017)

Deep stereo confidence prediction for depth estimation. - Sunok Kim; Dongbo Min; Bumsub Ham; Seungryong Kim; Kwanghoon Sohn (ICIP, 2017)

Robust interactive image segmentation using structure-aware labeling. - Changjae Oh; Bumsub Ham; Kwanghoon Sohn (Expert Syst. Appl., 2017)

DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation. - Seungryong Kim; Dongbo Min; Bumsub Ham; Minh N. Do; Kwanghoon Sohn (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Fast Domain Decomposition for Global Image Smoothing. - Youngjung Kim; Dongbo Min; Bumsub Ham; Kwanghoon Sohn (IEEE Trans. Image Process., 2017)

Session details: Oral Session 1. - Bumsub Ham (AVSU@MM, 2018)

Robust Guided Image Filtering Using Nonconvex Potentials. - Bumsub Ham; Minsu Cho; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Proposal Flow: Semantic Correspondences from Object Proposals. - Bumsub Ham; Minsu Cho; Cordelia Schmid; Jean Ponce (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

SFNet: Learning Object-Aware Semantic Correspondence. - Junghyup Lee; Dohyung Kim 006; Jean Ponce; Bumsub Ham (CVPR, 2019)

Learning Disentangled Representation for Robust Person Re-identification. - Chanho Eom; Bumsub Ham (NeurIPS, 2019)

Deformable kernel networks for guided depth map upsampling. - Beomjun Kim; Jean Ponce; Bumsub Ham (CoRR, 2019)

OCEAN: Object-centric arranging network for self-supervised visual representations learning. - Changjae Oh; Bumsub Ham; Hansung Kim 001; Adrian Hilton 001; Kwanghoon Sohn (Expert Syst. Appl., 2019)

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. - Seungryong Kim; Dongbo Min; Bumsub Ham; Stephen Lin 001; Kwanghoon Sohn (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Structure-Texture Image Decomposition Using Deep Variational Priors. - Youngjung Kim; Bumsub Ham; Minh N. Do; Kwanghoon Sohn (IEEE Trans. Image Process., 2019)

Relation Network for Person Re-Identification. - Hyunjong Park; Bumsub Ham (AAAI, 2020)

Learning Memory-Guided Normality for Anomaly Detection. - Hyunjong Park; Jongyoun Noh; Bumsub Ham (CVPR, 2020)

Learning with Privileged Information for Efficient Image Super-Resolution. - Wonkyung Lee; Junghyup Lee; Dohyung Kim 006; Bumsub Ham (ECCV (24), 2020)

Temporally Consistent Depth Prediction With Flow-Guided Memory Units. - Chanho Eom; Hyunjong Park; Bumsub Ham (IEEE Trans. Intell. Transp. Syst., 2020)

Network Quantization With Element-Wise Gradient Scaling. - Junghyup Lee; Dohyung Kim 006; Bumsub Ham (CVPR, 2021)

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

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

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

Video-based Person Re-identification with Spatial and Temporal Memory Networks. - Chanho Eom; Geon Lee; Junghyup Lee; Bumsub Ham (ICCV, 2021)

Distance-aware Quantization. - Dohyung Kim 006; Junghyup 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 (ICCV, 2021)

Deformable Kernel Networks for Joint Image Filtering. - Beomjun Kim; Jean Ponce; Bumsub Ham (Int. J. Comput. Vis., 2021)

Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation. - Geon Lee; Chanho Eom; Wonkyung Lee; Hyekang Park; Bumsub Ham (ECCV (30), 2022)

OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search. - Sanghoon Lee; Youngmin Oh; Donghyeon Baek; Junghyup Lee; Bumsub Ham (ECCV (10), 2022)

SIF-NPU: A 28nm 3.48 TOPS/W 0.25 TOPS/mm2 CNN Accelerator with Spatially Independent Fusion for Real-Time UHD Super-Resolution. - Sumin Lee; Ki-Beom Lee; Sunghwan Joo; Hong Keun Ahn; Junghyup Lee; Dohyung Kim 006; Bumsub Ham; Seong-Ook Jung (ESSCIRC, 2022)

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

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

Disentangled Representations for Short-Term and Long-Term Person Re-Identification. - Chanho Eom; Wonkyung Lee; Geon Lee; Bumsub Ham (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning Semantic Correspondence Exploiting an Object-Level Prior. - Junghyup Lee; Dohyung Kim 006; Wonkyung Lee; Jean Ponce; Bumsub Ham (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification. - Geon Lee; Sanghoon Lee; Dohyung Kim 006; Younghoon Shin; Yongsang Yoon; Bumsub Ham (ICCV, 2023)

RankMixup: Ranking-Based Mixup Training for Network Calibration. - Jongyoun Noh; Hyekang Park; Junghyup Lee; 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)

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

Instance-Aware Group Quantization for Vision Transformers. - Jaehyeon Moon; Dohyung Kim 006; Junyong Cheon; Bumsub Ham (CVPR, 2024)

Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients. - Dohyung Kim 006; Junghyup Lee; Jeimin Jeon; Jaehyeon Moon; Bumsub Ham (ECCV (70), 2024)

FYI: Flip Your Images for Dataset Distillation. - Byunggwan Son; Youngmin Oh; Donghyeon Baek; Bumsub Ham (ECCV (50), 2024)

Transition Rate Scheduling for Quantization-Aware Training. - Junghyup Lee; Dohyung Kim 006; Jeimin Jeon; Bumsub Ham (CoRR, 2024)

PLoPS: Localization-aware person search with prototypical normalization. - Sanghoon Lee; Youngmin Oh; Donghyeon Baek; Junghyup Lee; Bumsub Ham (Pattern Recognit., 2024)

Maximizing the Position Embedding for Vision Transformers with Global Average Pooling. - Wonjun Lee; Bumsub Ham; Suhyun Kim 001 (AAAI, 2025)

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

Subnet-Aware Dynamic Supernet Training for Neural Architecture Search. - Jeimin Jeon; Youngmin Oh; Junghyup Lee; Donghyeon Baek; Dohyung Kim 006; Chanho Eom; Bumsub Ham (CVPR, 2025)

Cerberus: Attribute-based person re-identification using semantic IDs. - Chanho Eom; Geon Lee; Kyunghwan Cho; Hyeonseok Jung; Moonsub Jin; Bumsub Ham (Expert Syst. Appl., 2025)

3DPillars: Pillar-based two-stage 3D object detection. - Jongyoun Noh; Junghyup Lee; Hyekang Park; Bumsub Ham (Expert Syst. Appl., 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 001 (CoRR, 2025)