News

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..

Scene-level Point Cloud Colorization with Semantic-and-Geometric-aware NetworksRongrong Gao, Tian-Zhu Xiang, Chenyang Lei, Jaesik Park, Qifeng ChenIEEE International Conference on Robotics and Automation (ICRA) London, UK, 2023,WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentatio..

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

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

PeRFception: Perception using Radiance FieldsYoonwoo Jeong*, Seungjoo Shin*, Junha Lee*, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik ParkConference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, New Orleans, 2022A Roatated Hyperbolic Wrapped Normal D..

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..

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

Online Hybrid Lightweight Representation Learning: Its Application to Visual TrackingIlchae Jung, Minji Kim, Eunhyeok Park, Bohyung HanInternational Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 2022Learning to Assemble Geometric ShapesJinhwi Lee*, Jungtaek Kim*, Hyunsoo Chun..

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..

효율적인 군 등변 트랜스포머Byungjin Kim, Minsu ChoKorean Multimedia Society (KCMMS), Daejeon, Korea, 2022Self-Taught Metric Learning without LabelsSungyeon Kim, Dongwon Kim, Minsu Cho, Suha KwakWorkshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022대응점 간 어텐션을 활용한 의미론적 영상 정합Seungwook Kim, ..

On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based OptimizationJungtaek Kim, Seungjin ChoiInternational Conference on Artificial Intelligence and Statistics (AISTATS), Online, 2022