| 2026 | AAAI | Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation. | Namyup Kim, Jinsung Lee, Suha Kwak |
| 2025 | CVPR | Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval. | Boseung Jeong, Jicheol Park, Sungyeon Kim, Suha Kwak |
| 2025 | CVPR | Improving Sound Source Localization with Joint Slot Attention on Image and Audio. | Inho Kim, Youngkil Song, Jicheol Park, Won Hwa Kim, Suha Kwak |
| 2025 | CVPR | GENIUS: A Generative Framework for Universal Multimodal Search. | Sungyeon Kim, Xinliang Zhu, Xiaofan Lin, Muhammet Bastan, Douglas Gray, Suha Kwak |
| 2025 | ICCV | Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens. | Dongwon Kim, Ju He, Qihang Yu, Chenglin Yang, Xiaohui Shen, Suha Kwak, Liang-Chieh Chen |
| 2025 | ICCV | MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection. | Donghyeon Kwon, Youngseok Yoon, Hyeongseok Son, Suha Kwak |
| 2025 | ICLR | Decoupled Finetuning for Domain Generalizable Semantic Segmentation. | Jaehyun Pahk, Donghyeon Kwon, Seong Joon Oh, Suha Kwak |
| 2025 | WACV | Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning. | Sungyeon Kim, Donghyun Kim, Suha Kwak |
| 2025 | WACV | Boosting Semi-Supervised Video Action Detection with Temporal Context. | Donghyeon Kwon, Inho Kim, Suha Kwak |
| 2024 | CVPR | Extreme Point Supervised Instance Segmentation. | Hyeonjun Lee, Sehyun Hwang, Suha Kwak |
| 2024 | ECCV | MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory. | Juwon Kang, Nayeong Kim, Jungseul Ok, Suha Kwak |
| 2024 | ECCV | Distilling Diffusion Models Into Conditional GANs. | Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park |
| 2024 | ECCV | Efficient and Versatile Robust Fine-Tuning of Zero-Shot Models. | Sungyeon Kim, Boseung Jeong, Donghyun Kim, Suha Kwak |
| 2024 | ECCV | Towards More Practical Group Activity Detection: A New Benchmark and Model. | Dongkeun Kim, Youngkil Song, Minsu Cho, Suha Kwak |
| 2024 | ECCV | FREST: Feature RESToration for Semantic Segmentation Under Multiple Adverse Conditions. | Sohyun Lee, Namyup Kim, Sungyeon Kim, Suha Kwak |
| 2024 | ECCV | Classification Matters: Improving Video Action Detection with Class-Specific Attention. | Jinsung Lee, Taeoh Kim, Inwoong Lee, Minho Shim, Dongyoon Wee, Minsu Cho, Suha Kwak |
| 2024 | ECCV | PLOT: Text-Based Person Search with Part Slot Attention for Corresponding Part Discovery. | Jicheol Park, Dongwon Kim, Boseung Jeong, Suha Kwak |
| 2024 | ECCV | Online Temporal Action Localization with Memory-Augmented Transformer. | Youngkil Song, Dongkeun Kim, Minsu Cho, Suha Kwak |
| 2024 | ICML | Active Label Correction for Semantic Segmentation with Foundation Models. | Hoyoung Kim, Sehyun Hwang, Suha Kwak, Jungseul Ok |
| 2024 | ICML | Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization. | Nayeong Kim, Juwon Kang, Sungsoo Ahn, Jungseul Ok, Suha Kwak |
| 2024 | NAACL | Extending CLIP's Image-Text Alignment to Referring Image Segmentation. | Seoyeon Kim, Minguk Kang, Dongwon Kim, Jaesik Park, Suha Kwak |
| 2024 | WACV | Interactive Network Perturbation between Teacher and Students for Semi-Supervised Semantic Segmentation. | Hyuna Cho, Injun Choi, Suha Kwak, Won Hwa Kim |
| 2024 | WACV | Self-supervised Learning of Semantic Correspondence Using Web Videos. | Donghyeon Kwon, Minsu Cho, Suha Kwak |
| 2024 | WACV | Optical Flow Domain Adaptation via Target Style Transfer. | Jeongbeen Yoon, Sanghyun Kim, Suha Kwak, Minsu Cho |
| 2023 | CVPR | HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization. | Sungyeon Kim, Boseung Jeong, Suha Kwak |
| 2023 | CVPR | Improving Cross-Modal Retrieval with Set of Diverse Embeddings. | Dongwon Kim, Namyup Kim, Suha Kwak |
| 2023 | CVPR | Human Pose Estimation in Extremely Low-Light Conditions. | Sohyun Lee, Jaesung Rim, Boseung Jeong, Geonu Kim, Byungju Woo, Haechan Lee, Sunghyun Cho, Suha Kwak |
| 2023 | ICCV | PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization. | Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak |
| 2023 | ICCV | Shatter and Gather: Learning Referring Image Segmentation with Text Supervision. | Dongwon Kim, Namyup Kim, Cuiling Lan, Suha Kwak |
| 2023 | ICCV | Adaptive Superpixel for Active Learning in Semantic Segmentation. | Hoyoung Kim, Minhyeon Oh, Sehyun Hwang, Suha Kwak, Jungseul Ok |
| 2023 | ICML | Leveraging Proxy of Training Data for Test-Time Adaptation. | Juwon Kang, Nayeong Kim, Donghyeon Kwon, Jungseul Ok, Suha Kwak |
| 2023 | ICRA | WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation. | Namyup Kim, Taeyoung Son, Jaehyun Pahk, Cuiling Lan, Wenjun Zeng, Suha Kwak |
| 2022 | ACCV | Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval. | Deunsol Jung, Dahyun Kang, Suha Kwak, Minsu Cho |
| 2022 | CVPR | Collaborative Transformers for Grounded Situation Recognition. | Junhyeong Cho, Youngseok Yoon, Suha Kwak |
| 2022 | CVPR | Style Neophile: Constantly Seeking Novel Styles for Domain Generalization. | Juwon Kang, Sohyun Lee, Namyup Kim, Suha Kwak |
| 2022 | CVPR | Self-Taught Metric Learning without Labels. | Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak |
| 2022 | CVPR | ReSTR: Convolution-free Referring Image Segmentation Using Transformers. | Namyup Kim, Dongwon Kim, Suha Kwak, Cuiling Lan, Wenjun Zeng |
| 2022 | CVPR | Detector-Free Weakly Supervised Group Activity Recognition. | Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak |
| 2022 | CVPR | Semi-supervised Semantic Segmentation with Error Localization Network. | Donghyeon Kwon, Suha Kwak |
| 2022 | CVPR | FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation. | Sohyun Lee, Taeyoung Son, Suha Kwak |
| 2022 | CVPR | Reflection and Rotation Symmetry Detection via Equivariant Learning. | Ahyun Seo, Byungjin Kim, Suha Kwak, Minsu Cho |
| 2022 | ECCV | Combating Label Distribution Shift for Active Domain Adaptation. | Sehyun Hwang, Sohyun Lee, Sungyeon Kim, Jungseul Ok, Suha Kwak |
| 2022 | ECCV | Cross-domain Ensemble Distillation for Domain Generalization. | Kyungmoon Lee, Sungyeon Kim, Suha Kwak |
| 2021 | BMVC | Grounded Situation Recognition with Transformers. | Junhyeong Cho, Youngseok Yoon, Hyeonjun Lee, Suha Kwak |
| 2021 | BMVC | Robust Crowd Counting via Image Enhancement and Dynamic Feature Selection. | Nayeong Kim, Suha Kwak |
| 2021 | BMVC | Learning to Generate Novel Classes for Deep Metric Learning. | Kyungmoon Lee, Sungyeon Kim, Seunghoon Hong, Suha Kwak |
| 2021 | CVPR | Embedding Transfer With Label Relaxation for Improved Metric Learning. | Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak |
| 2021 | ICCV | ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin Regularizer. | Boseung Jeong, Jicheol Park, Suha Kwak |
| 2021 | ICCV | Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition. | Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho |
| 2021 | WACV | Neural Contrast Enhancement of CT Image. | Minkyo Seo, Dongkeun Kim, Kyungmoon Lee, Seunghoon Hong, Jae Seok Bae, Jung Hoon Kim, Suha Kwak |
| 2021 | UAI | On the distribution of penultimate activations of classification networks. | Minkyo Seo, Yoonho Lee, Suha Kwak |
| 2020 | CVPR | Proxy Anchor Loss for Deep Metric Learning. | Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak |
| 2020 | ECCV | MotionSqueeze: Neural Motion Feature Learning for Video Understanding. | Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho |
| 2020 | ECCV | URIE: Universal Image Enhancement for Visual Recognition in the Wild. | Taeyoung Son, Juwon Kang, Namyup Kim, Sunghyun Cho, Suha Kwak |
| 2020 | ICIP | Learning Discriminative Part Features Through Attentions For Effective And Scalable Person Search. | Jicheol Park, Boseung Jeong, Jongju Shin, Juyoung Lee, Suha Kwak |
| 2019 | CVPR | Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations. | Jiwoon Ahn, Sunghyun Cho, Suha Kwak |
| 2019 | CVPR | Domain-Specific Batch Normalization for Unsupervised Domain Adaptation. | Woong-Gi Chang, Tackgeun You, Seonguk Seo, Suha Kwak, Bohyung Han |
| 2019 | CVPR | Deep Metric Learning Beyond Binary Supervision. | Sungyeon Kim, Minkyo Seo, Ivan Laptev, Minsu Cho, Suha Kwak |
| 2018 | ACCV | Universal Bounding Box Regression and Its Applications. | Seungkwan Lee, Suha Kwak, Minsu Cho |
| 2018 | ACCV | Forget and Diversify: Regularized Refinement for Weakly Supervised Object Detection. | Jeany Son, Daniel Kim, Solae Lee, Suha Kwak, Minsu Cho, Bohyung Han |
| 2018 | CVPR | Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation. | Jiwoon Ahn, Suha Kwak |
| 2017 | AAAI | Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network. | Suha Kwak, Seunghoon Hong, Bohyung Han |
| 2017 | CVPR | Weakly Supervised Semantic Segmentation Using Web-Crawled Videos. | Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han |
| 2016 | CVPR | Thin-Slicing for Pose: Learning to Understand Pose without Explicit Pose Estimation. | Suha Kwak, Minsu Cho, Ivan Laptev |
| 2015 | CVPR | Unsupervised object discovery and localization in the wild: Part-based matching with bottom-up region proposals. | Minsu Cho, Suha Kwak, Cordelia Schmid, Jean Ponce |
| 2015 | ICCV | Unsupervised Object Discovery and Tracking in Video Collections. | Suha Kwak, Minsu Cho, Ivan Laptev, Jean Ponce, Cordelia Schmid |
| 2015 | ICML | Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network. | Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han |
| 2013 | CVPR | Multi-agent Event Detection: Localization and Role Assignment. | Suha Kwak, Bohyung Han, Joon Hee Han |
| 2013 | ICCV | Orderless Tracking through Model-Averaged Posterior Estimation. | Seunghoon Hong, Suha Kwak, Bohyung Han |
| 2012 | ACCV | Online Multi-target Tracking by Large Margin Structured Learning. | Suna Kim, Suha Kwak, Jan Feyereisl, Bohyung Han |
| 2012 | ECCV | Online Video Segmentation by Bayesian Split-Merge Clustering. | Juho Lee, Suha Kwak, Bohyung Han, Seungjin Choi |
| 2011 | BMVC | Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking. | Chang-Kyu Song, Jeany Son, Suha Kwak, Bohyung Han |
| 2011 | CVPR | Scenario-based video event recognition by constraint flow. | Suha Kwak, Bohyung Han, Joon Hee Han |
| 2011 | ICCV | Generalized background subtraction based on hybrid inference by belief propagation and Bayesian filtering. | Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, Joon Hee Han |
| 2011 | ICCV | Learning occlusion with likelihoods for visual tracking. | Suha Kwak, Woonhyun Nam, Bohyung Han, Joon Hee Han |
| 2008 | ISM | Hierarchical Event Representation and Recognition Method for Scalable Video Event Analysis. | Suha Kwak, Joon Hee Han |