Kwak, Suha

68 publications

WACV 2025 Boosting Semi-Supervised Video Action Detection with Temporal Context Donghyeon Kwon, Inho Kim, Suha Kwak

ICLR 2025 Decoupled Finetuning for Domain Generalizable Semantic Segmentation Jaehyun Pahk, Donghyeon Kwon, Seong Joon Oh, Suha Kwak

ICCV 2025 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

TMLR 2025 Enhancing Cost Efficiency in Active Learning with Candidate Set Query Yeho Gwon, Sehyun Hwang, Hoyoung Kim, Jungseul Ok, Suha Kwak

CVPR 2025 GENIUS: A Generative Framework for Universal Multimodal Search Sungyeon Kim, Xinliang Zhu, Xiaofan Lin, Muhammet Bastan, Douglas Gray, Suha Kwak

NeurIPS 2025 GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation Sohyun Lee, Yeho Gwon, Lukas Hoyer, Suha Kwak

CVPR 2025 Improving Sound Source Localization with Joint Slot Attention on Image and Audio Inho Kim, Youngkil Song, Jicheol Park, Won Hwa Kim, Suha Kwak

CVPR 2025 Learning Audio-Guided Video Representation with Gated Attention for Video-Text Retrieval Boseung Jeong, Jicheol Park, Sungyeon Kim, Suha Kwak

WACV 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning Sungyeon Kim, Donghyun Kim, Suha Kwak

ICCV 2025 MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection Donghyeon Kwon, Youngseok Yoon, Hyeongseok Son, Suha Kwak

NeurIPS 2025 Part-Aware Bottom-up Group Reasoning for Fine-Grained Social Interaction Detection Dongkeun Kim, Minsu Cho, Suha Kwak

NeurIPS 2024 ActFusion: A Unified Diffusion Model for Action Segmentation and Anticipation Dayoung Gong, Suha Kwak, Minsu Cho

ICML 2024 Active Label Correction for Semantic Segmentation with Foundation Models Hoyoung Kim, Sehyun Hwang, Suha Kwak, Jungseul Ok

NeurIPS 2024 Bootstrapping Top-Down Information for Self-Modulating Slot Attention Dongwon Kim, Seoyeon Kim, Suha Kwak

ECCV 2024 Classification Matters: Improving Video Action Detection with Class-Specific Attention Jinsung Lee, Taeoh Kim, Inwoong Lee, Minho Shim, Dongyoon Wee, Minsu Cho, Suha Kwak

ECCV 2024 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

ECCV 2024 Efficient and Versatile Robust Fine-Tuning of Zero-Shot Models Sungyeon Kim, Boseung Jeong, Donghyun Kim, Suha Kwak

CVPR 2024 Extreme Point Supervised Instance Segmentation Hyeonjun Lee, Sehyun Hwang, Suha Kwak

ECCV 2024 FREST: Feature RESToration for Semantic Segmentation Under Multiple Adverse Conditions Sohyun Lee, Namyup Kim, Sungyeon Kim, Suha Kwak

ICML 2024 Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization Nayeong Kim, Juwon Kang, Sungsoo Ahn, Jungseul Ok, Suha Kwak

WACV 2024 Interactive Network Perturbation Between Teacher and Students for Semi-Supervised Semantic Segmentation Hyuna Cho, Injun Choi, Suha Kwak, Won Hwa Kim

ECCV 2024 MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory Juwon Kang, Nayeong Kim, Jungseul Ok, Suha Kwak

ECCV 2024 Online Temporal Action Localization with Memory-Augmented Transformer Youngkil Song, Dongkeun Kim, Minsu Cho, Suha Kwak

WACV 2024 Optical Flow Domain Adaptation via Target Style Transfer Jeongbeen Yoon, Sanghyun Kim, Suha Kwak, Minsu Cho

ECCV 2024 PLOT: Text-Based Person Search with Part Slot Attention for Corresponding Part Discovery Jicheol Park, Dongwon Kim, Boseung Jeong, Suha Kwak

WACV 2024 Self-Supervised Learning of Semantic Correspondence Using Web Videos Donghyeon Kwon, Minsu Cho, Suha Kwak

ECCV 2024 Towards More Practical Group Activity Detection: A New Benchmark and Model Dongkeun Kim, Youngkil Song, Minsu Cho, Suha Kwak

NeurIPS 2023 Active Learning for Semantic Segmentation with Multi-Class Label Query Sehyun Hwang, Sohyun Lee, Hoyoung Kim, Minhyeon Oh, Jungseul Ok, Suha Kwak

NeurIPS 2023 Activity Grammars for Temporal Action Segmentation Dayoung Gong, Joonseok Lee, Deunsol Jung, Suha Kwak, Minsu Cho

ICCV 2023 Adaptive Superpixel for Active Learning in Semantic Segmentation Hoyoung Kim, Minhyeon Oh, Sehyun Hwang, Suha Kwak, Jungseul Ok

CVPR 2023 HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization Sungyeon Kim, Boseung Jeong, Suha Kwak

CVPR 2023 Human Pose Estimation in Extremely Low-Light Conditions Sohyun Lee, Jaesung Rim, Boseung Jeong, Geonu Kim, Byungju Woo, Haechan Lee, Sunghyun Cho, Suha Kwak

CVPR 2023 Improving Cross-Modal Retrieval with Set of Diverse Embeddings Dongwon Kim, Namyup Kim, Suha Kwak

ICML 2023 Leveraging Proxy of Training Data for Test-Time Adaptation Juwon Kang, Nayeong Kim, Donghyeon Kwon, Jungseul Ok, Suha Kwak

ICCV 2023 PromptStyler: Prompt-Driven Style Generation for Source-Free Domain Generalization Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak

ICCV 2023 Shatter and Gather: Learning Referring Image Segmentation with Text Supervision Dongwon Kim, Namyup Kim, Cuiling Lan, Suha Kwak

CVPR 2022 Collaborative Transformers for Grounded Situation Recognition Junhyeong Cho, Youngseok Yoon, Suha Kwak

ECCV 2022 Combating Label Distribution Shift for Active Domain Adaptation Sehyun Hwang, Sohyun Lee, Sungyeon Kim, Jungseul Ok, Suha Kwak

ECCV 2022 Cross-Domain Ensemble Distillation for Domain Generalization Kyungmoon Lee, Sungyeon Kim, Suha Kwak

CVPR 2022 Detector-Free Weakly Supervised Group Activity Recognition Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak

CVPR 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation Sohyun Lee, Taeyoung Son, Suha Kwak

NeurIPS 2022 Learning Debiased Classifier with Biased Committee Nayeong Kim, Sehyun Hwang, Sungsoo Ahn, Jaesik Park, Suha Kwak

ICMLW 2022 Learning Debiased Classifier with Biased Committee Nayeong Kim, Sehyun Hwang, Sungsoo Ahn, Jaesik Park, Suha Kwak

CVPR 2022 ReSTR: Convolution-Free Referring Image Segmentation Using Transformers Namyup Kim, Dongwon Kim, Cuiling Lan, Wenjun Zeng, Suha Kwak

CVPR 2022 Reflection and Rotation Symmetry Detection via Equivariant Learning Ahyun Seo, Byungjin Kim, Suha Kwak, Minsu Cho

CVPR 2022 Self-Taught Metric Learning Without Labels Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

CVPR 2022 Semi-Supervised Semantic Segmentation with Error Localization Network Donghyeon Kwon, Suha Kwak

CVPR 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization Juwon Kang, Sohyun Lee, Namyup Kim, Suha Kwak

ICCV 2021 ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin Regularizer Boseung Jeong, Jicheol Park, Suha Kwak

CVPR 2021 Embedding Transfer with Label Relaxation for Improved Metric Learning Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

ICCV 2021 Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho

WACV 2021 Neural Contrast Enhancement of CT Image Minkyo Seo, Dongkeun Kim, Kyungmoon Lee, Seunghoon Hong, Jae Seok Bae, Jung Hoon Kim, Suha Kwak

UAI 2021 On the Distribution of Penultimate Activations of Classification Networks Minkyo Seo, Yoonho Lee, Suha Kwak

NeurIPS 2021 Relational Self-Attention: What's Missing in Attention for Video Understanding Manjin Kim, Heeseung Kwon, Chunyu Wang, Suha Kwak, Minsu Cho

ECCV 2020 MotionSqueeze: Neural Motion Feature Learning for Video Understanding Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho

AAAI 2017 Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network Suha Kwak, Seunghoon Hong, Bohyung Han

CVPR 2017 Weakly Supervised Semantic Segmentation Using Web-Crawled Videos Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han

CVPR 2016 Thin-Slicing for Pose: Learning to Understand Pose Without Explicit Pose Estimation Suha Kwak, Minsu Cho, Ivan Laptev

ICML 2015 Online Tracking by Learning Discriminative Saliency mAP with Convolutional Neural Network Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han

CVPR 2015 Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching with Bottom-up Region Proposals Minsu Cho, Suha Kwak, Cordelia Schmid, Jean Ponce

ICCV 2015 Unsupervised Object Discovery and Tracking in Video Collections Suha Kwak, Minsu Cho, Ivan Laptev, Jean Ponce, Cordelia Schmid

NeurIPS 2014 Object Localization Based on Structural SVM Using Privileged Information Jan Feyereisl, Suha Kwak, Jeany Son, Bohyung Han

CVPR 2013 Multi-Agent Event Detection: Localization and Role Assignment Suha Kwak, Bohyung Han, Joon Hee Han

ICCV 2013 Orderless Tracking Through Model-Averaged Posterior Estimation Seunghoon Hong, Suha Kwak, Bohyung Han

ECCV 2012 Online Video Segmentation by Bayesian Split-Merge Clustering Juho Lee, Suha Kwak, Bohyung Han, Seungjin Choi

ICCV 2011 Generalized Background Subtraction Based on Hybrid Inference by Belief Propagation and Bayesian Filtering Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, Joon Hee Han

ICCV 2011 Learning Occlusion with Likelihoods for Visual Tracking Suha Kwak, Woonhyun Nam, Bohyung Han, Joon Hee Han

CVPR 2011 Scenario-Based Video Event Recognition by Constraint Flow Suha Kwak, Bohyung Han, Joon Hee Han