News

GENIUS: A Generative Framework for Universal Multimodal SearchSungyeon Kim, Xinliang Zhu, Xiaofan Lin, Muhammet Bastan, Douglas Gray, Suha KwakIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, 2025Improving Sound Source Localization with Joint Slot Attention on Image ..

Memory-Modular Classification: Learning to Generalize with Memory ReplacementDahyun Kang, Ahmet Iscen, Eunchan Jo, Sua Choi, Minsu Cho, Cordelia SchmidTransactions on Machine Learning Research (TMLR), 2025

Decoupled Finetuning for Domain Generalizable Semantic SegmentationJaehyun Pahk, Donghyeon Kwon, Seong Joon Oh, Suha KwakInternational Conference on Learning Representations (ICLR), Singapore, 2025

Boosting Semi-supervised Video Action Detection with Temporal ContextDonghyeon Kwon, Inho Kim, Suha KwakIEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, 2025Oral presentationOral presentation,Learning Unified Distance Metric Across Diverse Data Distributions wit..

CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple ImagesJisu Shin, Junmyeong Lee, Seongmin Lee, Min-Gyu Park, Ju-Mi Kang, Ju Hong Yoon, Hae-Gon JeonEuropean Conference on Computer Vision (ECCV), Milano, Italy, 2024In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Seg..

3D Geometric Shape Assembly via Efficient Point Cloud MatchingNahyuk Lee*, Juhong Min*, Junha Lee, Seungwook Kim, Kanghee Lee, Jaesik Park, Minsu ChoInternational Conference on Machine Learning (ICML), Vienna, Austria, 2024Improving Robustness to Multiple Spurious Correlations by Multi-Objective Opt..

Extending CLIP's Image-Text Alignment to Referring Image SegmentationSeoyeon Kim, Minguk Kang, Dongwon Kim, Jaesik Park, Suha KwakAnnual Conference on the North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, Mexico, 2024

Generalized Neural Sorting Networks with Error-Free Differentiable Swap FunctionsJungtaek Kim, Jeongbeen Yoon, Minsu ChoInternational Conference on Learning Representations (ICLR), Vienna, Austria, 2024

Seungwook Kim's paper got included in the best paper finalist at WACV 2024.

Efficient Semantic Matching with Hypercolumn CorrelationSeungwook Kim, Juhong Min, Minsu ChoIEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, 2024Oral presentationBest paper finalistSelf-supervised Learning of Semantic Correspondence Using Web VideosDonghyeon Kw..

StudioGAN: A Taxonomy and Benchmark of GANs for Image SynthesisMinguk Kang, Joonghyuk Shin, Jaesik ParkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Shatter and Gather: Learning Referring Image Segmentation with Text SupervisionDongwon Kim*, Namyup Kim*, Cuiling Lan, Suha KwakIEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, 2023PromptStyler: Prompt-driven Style Generation for Source-free Domain GeneralizationJunhyeong ..