| 2025 | CVPR | Mixture of Submodules for Domain Adaptive Person Search. | Minsu Kim, Seungryong Kim, Kwanghoon Sohn |
| 2025 | CVPR | Faster Parameter-Efficient Tuning with Token Redundancy Reduction. | Kwonyoung Kim, Jungin Park, Jin Kim, Hyeongjun Kwon, Kwanghoon Sohn |
| 2025 | CVPR | Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations. | Jungin Park, Jiyoung Lee, Kwanghoon Sohn |
| 2024 | CVPR | Diffusion-Driven GAN Inversion for Multi-Modal Face Image Generation. | Jihyun Kim, Changjae Oh, Hoseok Do, Soohyun Kim, Kwanghoon Sohn |
| 2024 | CVPR | Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping. | Hyeongjun Kwon, Jinhyun Jang, Jin Kim, Kwonyoung Kim, Kwanghoon Sohn |
| 2024 | ECCV | EBDM: Exemplar-Guided Image Translation with Brownian-Bridge Diffusion Models. | Eungbean Lee, Somi Jeong, Kwanghoon Sohn |
| 2024 | ECCV | Enhancing Source-Free Domain Adaptive Object Detection with Low-Confidence Pseudo Label Distillation. | Ilhoon Yoon, Hyeongjun Kwon, Jin Kim, Junyoung Park, Hyunsung Jang, Kwanghoon Sohn |
| 2024 | ICIP | Improving Self-Supervised Vision Transformers for Visual Control. | Wonil Song, Kwanghoon Sohn, Dongbo Min |
| 2024 | ICLR | Bridging Vision and Language Spaces with Assignment Prediction. | Jungin Park, Jiyoung Lee, Kwanghoon Sohn |
| 2024 | WACV | Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation. | Junyoung Park, Jin Kim, Hyeongjun Kwon, Ilhoon Yoon, Kwanghoon Sohn |
| 2023 | CVPR | Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning. | Hyesong Choi, Hunsang Lee, Wonil Song, Sangryul Jeon, Kwanghoon Sohn, Dongbo Min |
| 2023 | CVPR | PartMix: Regularization Strategy to Learn Part Discovery for Visible-Infrared Person Re-Identification. | Minsu Kim, Seungryong Kim, Jungin Park, Seongheon Park, Kwanghoon Sohn |
| 2023 | CVPR | Probabilistic Prompt Learning for Dense Prediction. | Hyeongjun Kwon, Taeyong Song, Somi Jeong, Jin Kim, Jinhyun Jang, Kwanghoon Sohn |
| 2023 | CVPR | Dual-Path Adaptation from Image to Video Transformers. | Jungin Park, Jiyoung Lee, Kwanghoon Sohn |
| 2023 | CVPR | Unsupervised Deep Asymmetric Stereo Matching with Spatially-Adaptive Self-Similarity. | Taeyong Song, Sunok Kim, Kwanghoon Sohn |
| 2023 | ICCV | Knowing Where to Focus: Event-aware Transformer for Video Grounding. | Jinhyun Jang, Jungin Park, Jin Kim, Hyeongjun Kwon, Kwanghoon Sohn |
| 2023 | ICCV | Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning. | Hanjae Kim, Jiyoung Lee, Seongheon Park, Kwanghoon Sohn |
| 2023 | ICIP | Face Photo-Sketch Synthesis Via Domain-Invariant Feature Embedding. | Yeji Choi, Kwanghoon Sohn, Ig-Jae Kim |
| 2023 | WACV | Language-free Training for Zero-shot Video Grounding. | Dahye Kim, Jungin Park, Jiyoung Lee, Seongheon Park, Kwanghoon Sohn |
| 2023 | WACV | Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection. | Seongheon Park, Hanjae Kim, Minsu Kim, Dahye Kim, Kwanghoon Sohn |
| 2022 | BMVC | COAT: Correspondence-driven Object Appearance Transfer. | Sangryul Jeon, Zhifei Zhang, Zhe Lin, Scott Cohen, Zhihong Ding, Kwanghoon Sohn |
| 2022 | CVPR | Pin the Memory: Learning to Generalize Semantic Segmentation. | Jin Kim, Jiyoung Lee, Jungin Park, Dongbo Min, Kwanghoon Sohn |
| 2022 | CVPR | KNN Local Attention for Image Restoration. | Hunsang Lee, Hyesong Choi, Kwanghoon Sohn, Dongbo Min |
| 2022 | CVPR | Probabilistic Representations for Video Contrastive Learning. | Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn |
| 2022 | ECCV | PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation. | Kwonyoung Kim, Jungin Park, Jiyoung Lee, Dongbo Min, Kwanghoon Sohn |
| 2022 | ICASSP | Multi-Domain Unsupervised Image-to-Image Translation with Appearance Adaptive Convolution. | Somi Jeong, Jiyoung Lee, Kwanghoon Sohn |
| 2022 | ICIP | PASTS: Toward Effective Distilling Transformer for Panoramic Semantic Segmentation. | Jihyun Kim, Somi Jeong, Kwanghoon Sohn |
| 2022 | ICIP | Mask-Guided Attention and Episode Adaptive Weights for Few-Shot Segmentation. | Hyeongjun Kwon, Taeyong Song, Sunok Kim, Kwanghoon Sohn |
| 2022 | ICRA | Meta-confidence estimation for stereo matching. | Seungryong Kim, Matteo Poggi, Sunok Kim, Kwanghoon Sohn, Stefano Mattoccia |
| 2021 | AAAI | Deep Low-Contrast Image Enhancement using Structure Tensor Representation. | Hyungjoo Jung, Hyunsung Jang, Namkoo Ha, Kwanghoon Sohn |
| 2021 | AAAI | Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation. | Minsu Kim, Sunghun Joung, Seungryong Kim, Jungin Park, Ig-Jae Kim, Kwanghoon Sohn |
| 2021 | BMVC | Wide and Narrow: Video Prediction from Context and Motion. | Jaehoon Cho, Jiyoung Lee, Changjae Oh, Wonil Song, Kwanghoon Sohn |
| 2021 | CVPR | Memory-Guided Unsupervised Image-to-Image Translation. | Somi Jeong, Youngjung Kim, Eungbean Lee, Kwanghoon Sohn |
| 2021 | CVPR | Mining Better Samples for Contrastive Learning of Temporal Correspondence. | Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn |
| 2021 | CVPR | Prototype-Guided Saliency Feature Learning for Person Search. | Hanjae Kim, Sunghun Joung, Ig-Jae Kim, Kwanghoon Sohn |
| 2021 | CVPR | Looking Into Your Speech: Learning Cross-Modal Affinity for Audio-Visual Speech Separation. | Jiyoung Lee, Soo-Whan Chung, Sunok Kim, Hong-Goo Kang, Kwanghoon Sohn |
| 2021 | CVPR | Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering. | Jungin Park, Jiyoung Lee, Kwanghoon Sohn |
| 2021 | ICCV | Adaptive confidence thresholding for monocular depth estimation. | Hyesong Choi, Hunsang Lee, Sunkyung Kim, Sunok Kim, Seungryong Kim, Kwanghoon Sohn, Dongbo Min |
| 2021 | ICCV | Learning Canonical 3D Object Representation for Fine-Grained Recognition. | Sunghun Joung, Seungryong Kim, Minsu Kim, Ig-Jae Kim, Kwanghoon Sohn |
| 2021 | ICIP | Semantic-Aware Network for Aerial-To-Ground Image Synthesis. | Jinhyun Jang, Taeyong Song, Kwanghoon Sohn |
| 2021 | ICIP | Self-Balanced Learning for Domain Generalization. | Jin Kim, Jiyoung Lee, Jungin Park, Dongbo Min, Kwanghoon Sohn |
| 2021 | ICRA | Stereo-augmented Depth Completion from a Single RGB-LiDAR image. | Keunhoon Choi, Somi Jeong, Youngjung Kim, Kwanghoon Sohn |
| 2021 | IGARSS | Privileged Knowledge Distillation for SAR Building Extraction. | Eungbean Lee, Somi Jeong, Kwanghoon Sohn |
| 2020 | AAAI | Stereoscopic Image Super-Resolution with Stereo Consistent Feature. | Wonil Song, Sungil Choi, Somi Jeong, Kwanghoon Sohn |
| 2020 | CVPR | Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation. | Sunghun Joung, Seungryong Kim, Hanjae Kim, Minsu Kim, Ig-Jae Kim, Junghyun Cho, Kwanghoon Sohn |
| 2020 | ECCV | Guided Semantic Flow. | Sangryul Jeon, Dongbo Min, Seungryong Kim, Jihwan Choe, Kwanghoon Sohn |
| 2020 | ECCV | SumGraph: Video Summarization via Recursive Graph Modeling. | Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn |
| 2020 | ICIP | Shape-Adaptive Kernel Network for Dense Object Detection. | Hanjae Kim, Sunghun Joung, Ig-Jae Kim, Kwanghoon Sohn |
| 2019 | CVPR | LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation. | Sunok Kim, Seungryong Kim, Dongbo Min, Kwanghoon Sohn |
| 2019 | CVPR | Semantic Attribute Matching Networks. | Seungryong Kim, Dongbo Min, Somi Jeong, Sunok Kim, Sangryul Jeon, Kwanghoon Sohn |
| 2019 | ICCV | Joint Learning of Semantic Alignment and Object Landmark Detection. | Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn |
| 2019 | ICCV | Context-Aware Emotion Recognition Networks. | Jiyoung Lee, Seungryong Kim, Sunok Kim, Jungin Park, Kwanghoon Sohn |
| 2019 | ICIP | Unpaired Cross-Spectral Pedestrian Detection Via Adversarial Feature Learning. | Minsu Kim, Sunghun Joung, Kihong Park, Seungryong Kim, Kwanghoon Sohn |
| 2019 | ICIP | Graph Regularization Network with Semantic Affinity for Weakly-Supervised Temporal Action Localization. | Jungin Park, Jiyoung Lee, Sangryul Jeon, Seungryong Kim, Kwanghoon Sohn |
| 2018 | BMVC | Deep Network for Simultaneous Stereo Matching and Dehazing. | Taeyong Song, Youngjung Kim, Changjae Oh, Kwanghoon Sohn |
| 2018 | CVPR | Learning Descriptor, Confidence, and Depth Estimation in Multi-View Stereo. | Sungil Choi, Seungryong Kim, Kihong Park, Kwanghoon Sohn |
| 2018 | ECCV | PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence. | Sangryul Jeon, Seungryong Kim, Dongbo Min, Kwanghoon Sohn |
| 2018 | ICASSP | Spatiotemporal Attention Based Deep Neural Networks for Emotion Recognition. | Jiyoung Lee, Sunok Kim, Seungryong Kim, Kwanghoon Sohn |
| 2018 | ICRA | High-Precision Depth Estimation with the 3D LiDAR and Stereo Fusion. | Kihong Park, Seungryong Kim, Kwanghoon Sohn |
| 2017 | CVPR | Deeply Aggregated Alternating Minimization for Image Restoration. | Youngjung Kim, Hyungjoo Jung, Dongbo Min, Kwanghoon Sohn |
| 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 | DCTM: Discrete-Continuous Transformation Matching for Semantic Flow. | Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn |
| 2017 | ICIP | Multispectral human co-segmentation via joint convolutional neural networks. | Sungil Choi, Seungryong Kim, Kihong Park, Kwanghoon Sohn |
| 2017 | ICIP | Convolutional cost aggregation for robust stereo matching. | Somi Jeong, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn |
| 2017 | ICIP | Convolutional feature pyramid fusion via attention network. | Sangryul Jeon, Seungryong Kim, Kwanghoon Sohn |
| 2017 | ICIP | Unsupervised stereo matching using correspondence consistency. | Sunghun Joung, Seungryong Kim, Bumsub Ham, Kwanghoon Sohn |
| 2017 | ICIP | Depth prediction from a single image with conditional adversarial networks. | Hyungjoo Jung, Youngjung Kim, Dongbo Min, Changjae Oh, Kwanghoon Sohn |
| 2017 | ICIP | Deep stereo confidence prediction for depth estimation. | Sunok Kim, Dongbo Min, Bumsub Ham, Seungryong Kim, Kwanghoon Sohn |
| 2017 | ICIP | Automatic 2D-to-3D conversion using multi-scale deep neural network. | Jiyoung Lee, Hyungjoo Jung, Youngjung Kim, Kwanghoon Sohn |
| 2017 | ICIP | Pedestrian proposal generation using depth-aware scale estimation. | Kihong Park, Seungryong Kim, Kwanghoon Sohn |
| 2016 | ACCV | Point-Cut: Interactive Image Segmentation Using Point Supervision. | Changjae Oh, Bumsub Ham, Kwanghoon Sohn |
| 2016 | ECCV | Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence. | Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn |
| 2016 | ECCV | Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields. | Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin |
| 2016 | ICIP | ANCC flow: Adaptive normalized cross-correlation with evolving guidance aggregation for dense correspondence estimation. | Seungryong Kim, Dongbo Min, Kwanghoon Sohn |
| 2016 | ICIP | Edge-aware image smoothing using commute time distances. | Youngjung Kim, Changjae Oh, Kwanghoon Sohn |
| 2016 | ICPR | Multi-spectral pedestrian detection based on accumulated object proposal with fully convolutional networks. | Hangil Choi, Seungryong Kim, Kihong Park, Kwanghoon Sohn |
| 2015 | BMVC | Real-time Human Detection based on Personness Estimation. | Kyuwon Kim, Kwanghoon Sohn |
| 2015 | BMVC | Randomized Global Transformation Approach for Dense Correspondence. | Kihong Park, Seungryong Kim, Seungchul Ryu, Kwanghoon Sohn |
| 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 |
| 2015 | ICIP | A majorize-minimize approach for high-quality depth upsampling. | Youngjung Kim, Sunghwan Choi, Changjae Oh, Kwanghoon Sohn |
| 2015 | ICIP | Learning depth from a single image using visual-depth words. | Sunok Kim, Sunghwan Choi, Kwanghoon Sohn |
| 2015 | ICIP | Sparse edit propagation for high resolution image using support vector machines. | Changjae Oh, Seungchul Ryu, Youngjung Kim, Jihyun Kim, Taewoong Park, Kwanghoon Sohn |
| 2015 | ICIP | Fast affine-invariant image matching based on global Bhattacharyya measure with adaptive tree. | Jongin Son, Seungryong Kim, 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 | Randomized texture flow estimation using visual similarity. | Sunghwan Choi, Dongbo Min, Kwanghoon Sohn |
| 2014 | ICIP | Data-driven single image depth estimation using weighted median statistics. | Youngjung Kim, Sunghwan Choi, Kwanghoon Sohn |
| 2014 | ICIP | Local self-similarity frequency descriptor for multispectral feature matching. | Seungryong Kim, Seungchul Ryu, Bumsub Ham, Junhyung Kim, Kwanghoon Sohn |
| 2014 | ICIP | Synthesis quality prediction model based on distortion intolerance. | Seungchul Ryu, Seungryong Kim, Kwanghoon Sohn |
| 2014 | ICIP | No-reference perceptual blur model based on inherent sharpness. | Seungchul Ryu, Kwanghoon Sohn |
| 2013 | ICASSP | Blind blockiness measure based on marginal distribution of wavelet coefficient and saliency. | Seungchul Ryu, 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 |
| 2012 | ICIP | Stereoscopic image quality metric based on binocular perception model. | Seungchul Ryu, Donghyun Kim, Kwanghoon Sohn |
| 2011 | HPCC | Complexity Control Scheme for H.264/AVC Inter Frame Encoding. | Xingang Liu, Laurence Tianruo Yang, 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 |
| 2010 | ICIP | 3D JBU based depth video filtering for temporal fluctuation reduction. | Jinwook Choi, Dong Bo Min, Donghyun Kim, 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 |
| 2009 | ICIP | HVS-aware ROI-based illumination and color restoration. | Heechul Han, Kwanghoon Sohn |
| 2009 | ICVS | Practical Pan-Tilt-Zoom-Focus Camera Calibration for Augmented Reality. | Juhyun Oh, Seungjin Nam, Kwanghoon Sohn |
| 2008 | ICASSP | Stereo matching with asymmetric occlusion handling in weighted least square framework. | Dong Bo Min, Kwanghoon Sohn |
| 2008 | ICIP | 2D/3D freeview video generation for 3DTV system. | Dong Bo Min, Donghyun Kim, Kwanghoon Sohn |
| 2008 | ICIP | VLSI architecture design of motion vector processor for H.264/AVC. | Kiwon Yoo, Jae Hun Lee, Kwanghoon Sohn |
| 2008 | ICPR | Static text region detection in video sequences using color and orientation consistencies. | Daehyun Kim, Kwanghoon Sohn |
| 2008 | ICPR | Asymmetric post-processing for stereo correspondence. | Dong Bo Min, Juhyun Oh, Kwanghoon Sohn |
| 2008 | ISCAS | Freeview rendering with trinocular camera. | Dong Bo Min, Donghyun Kim, SangUn Yuri, Kwanghoon Sohn |
| 2008 | SMC | Surrounding adaptive color image enhancement based on CIECAM02. | Minsung Kang, Bongjoe Kim, Kar-Ann Toh, Kwanghoon Sohn |
| 2007 | ICASSP | A Pose Robust Multi-View Face Recognition System using Plane of Pose Tolerance. | Bongjoe Kim, Hyoungchul Shin, Kwanghoon Sohn |
| 2006 | ICARCV | 3D Face Recognition with Geometrically Localized Surface Shape Indexes. | Hyoungchul Shin, Kwanghoon Sohn |
| 2006 | ICPR | Edge-preserving Simultaneous Joint Motion-Disparity Estimation. | Dong Bo Min, Kwanghoon Sohn |
| 2006 | ISVC | Fast Dense Stereo Matching Using Adaptive Window in Hierarchical Framework. | SangUn Yoon, Dong Bo Min, Kwanghoon Sohn |
| 2005 | SIGGRAPH | Real-time shape recovery from silhouette and disparity. | Hansung Kim, Dongbo Min, Shinwoo Choi, Donghyun Kim, Kwanghoon Sohn |
| 2004 | ICARCV | 3D head pose estimation using range images for face recognition. | Hwanjong Song, Kwanghoon Sohn |
| 2004 | VCIP | Accurate bit rate and quality control for 3D multiview sequences. | JeongEun Lim, Kwanghoon Sohn |
| 2003 | ICIP | Hierarchical disparity estimation with energy-based regularization. | Hansung Kim, Kwanghoon Sohn |
| 2003 | ISMAR | 3D Reconstruction of Stereo Images for Interaction between Real and Virtual Worlds. | Hansung Kim, Seung-Jun Yang, Kwanghoon Sohn |
| 2003 | WISA | 3D Face Recognition under Pose Varying Environments. | Hwanjong Song, Ukil Yang, Kwanghoon Sohn |
| 2002 | ICIP | Grouped zerotree wavelet image coding for very low bit rate. | Woo-Young Jang, Byung-Hoan Chon, Seh-Woong Jeong, Kwanghoon Sohn |
| 2000 | SMC | Selective coding of human faces using wavelets. | Jaeyoung Seol, Kwanghoon Sohn, Chulhee Lee |
| 2000 | VCIP | Error-resilient video coding technique based on wavelet transform. | Kwanghoon Sohn, Chulhee Lee, Woo-Young Jang |
| 1996 | ICIP | Recognition of partially occluded target objects. | Kwanghoon Sohn |
| 1992 | ICRA | Curvature estimation and unique corner point detection for boundary representation. | Kwanghoon Sohn, Winser E. Alexander, Jung H. Kim, Yonghoon Kim, Wesley E. Snyder |