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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 ..

Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual LearningSeungwook Kim*, Chunghyun Park*, Yoonwoo Jeong, Jaesik Park, Minsu ChoInternational Conference on Machine Learning (ICML), Honolulu, Hawaii, 2023Leveraging Proxy of Training Data for Test-Time Adaptation..

Scaling up GANs for Text-to-Image SynthesisMinguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung ParkIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023HighlightLearning Rotation-Equivariant Features for Visual Corresponden..

Convolutional Hough Matching Networks for Robust and Efficient Visual CorrespondenceJuhong Min, Seungwook Kim, Minsu ChoIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Applications of deep learning to understanding ENSO dynamicsNa-Yeon Shin, Yoo-Geun Ham, Jeong-Hwan Kim, Minsu Cho, Jong-Seong KugArtificial Intelligence for the Earth Systems, 2022

Few-Shot Metric Learning: Online Adaptation of Embedding for RetrievalDeunsol Jung, Dahyun Kang, Suha Kwak, Minsu ChoAsian Conference on Computer Vision (ACCV), Macau SAR, China, 2022

CostDCNet: Cost Volume based Depth Completion of Single RGB-D ImagesJaewon Kam, Jungeon Kim, Soongjin Kim, Jaesik Park, Seungyong LeeEuropean Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022PointMixer: MLP-Mixer for Point Cloud UnderstandingJaesung Choe*, Chunghyun Park*, Francois Rameau..

Learning to Detect Semantic Boundaries with Image-level Class LabelsNamyup Kim*, Sehyun Hwang*, Suha Kwak (*equal contribution)International Journal of Computer Vision (IJCV), 2022

Combinatorial Bayesian Optimization with Random Mapping Functions to Convex PolytopesJungtaek Kim, Minsu Cho, Seungjin ChoiConference on Uncertainty in Artificial Intelligence (UAI), Eindhoven, Netherlands, 2022

FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationSohyun Lee, Taeyoung Son, Suha KwakIEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022Oral presentationBest paper finalistSelf-Supervised Equivariant Learning for Oriented Keypoint DetectionJongmin Lee..

Deep Point Cloud ReconstructionJaesung Choe, Byeongin Joung, Francois Rameau, Jaesik Park, In So KweonInternational Conference on Learning Representations (ICLR), Online, 2022On Evaluation Metrics for Graph Generative ModelsRylee Thompson, Boris Knyazev, Elahe Ghalebi, Jungtaek Kim, Graham W. Taylor..