News

Regularizing Neural Networks via Stochastic Branch LayersWonpyo Park*, Paul Hongsuck Seo*, Bohyung Han, Minsu Cho (*equal contribution)Asian Conference on Machine Learning (ACML), Nagoya, Japan, 2019Oral presentation

Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural FeaturesJuhong Min, Jongmin Lee, Jean Ponce, Minsu ChoInternational Conference on Computer Vision (ICCV), Seoul, Korea, 2019Fully Convolutional Geometric FeaturesChristopher Choy*, Jaesik Park*, Vladlen KoltunInternational Conference o..

Relational Knowledge DistillationWonpyo Park, Dongju Kim, Yan Lu, Minsu ChoIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019Weakly Supervised Learning of Instance Segmentation with Inter-pixel RelationsJiwoon Ahn, Sunghyun Cho, Suha KwakIEEE Conference on Co..

InstaGAN: Instance-aware Image-to-Image TranslationSangwoo Mo, Minsu Cho, Jinwoo ShinInternational Conference on Learning Representations (ICLR), 2019

Learning to Specialize with Knowledge Distillation for Visual Question AnsweringJonghwan Mun, Kimin Lee, Jinwoo Shin, Bohyung HanAnnual Conference on Neural Information Processing Systems (NIPS), 2018

CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of MapsPaul Hongsuck Seo, Tobias Weyand, Jack Sim, Bohyung HanEuropean Conference on Computer Vision (ECCV), 2018Attentive Semantic Alignment with Offset-Aware Correlation KernelsPaul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohy..

Progressive Attention Network for Visual Attribute PredictionPaul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, Bohyung HanBritich Machine Vision Conference (BMVC), 2018

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic SegmentationJiwoon Ahn, Suha KwakIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

Regularizing Deep Neural Networks by Noise: Its Interpretation and OptimizationHyeonwoo Noh, Tackgeun You, Jonghwan Mun, Bohyung HanAnnual Conference on Neural Information Processing Systems (NIPS), Long Beach, CA, US, 2017Visual Reference Resolution using Attention Memory for Visual DialogPaul Hong..

SCNet: Learning Semantic CorrespondenceKai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean PonceInternational Conference on Computer Vision (ICCV), Venice, Italy, 2017MarioQA: Answering Questions by Watching Gameplay VideosJonghwan Mun*, Paul Hongsuck Seo*, Ilc..

Personalized Image Aesthetic Quality Assessment by Joint Regression and RankingKayoung Park, Seunghoon Hong, Mooyeol Baek, Bohyung HanIEEE Winter Conference on Applications of Computer Vision (WACV) , Santa Rosa, CA, US, 2017

Robust Guided Image Filtering Using Nonconvex PotentialsBumsub Ham, Minsu Cho, Jean PonceIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. PP(99), 1-1, 2017