Jonghyun Choi

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Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Jan NeumannExecutive Director, Applied AI & Discovery, ComcastVerified email at cable.comcast.com
Dahyun KimUpstage AI Research EngineerVerified email at upstage.ai
Jung-Woo HaResearch Fellow@NAVER AI Lab, Head of Future AI Center@NAVERVerified email at navercorp.com
Ali FarhadiProfessor, Computer Science and Engineering, University of WashingtonVerified email at cs.uw.edu
Kunal Pratap SinghEPFLVerified email at ee.iitr.ac.in
Aniruddha KembhaviSenior Director of Computer Vision, Allen Institute of Artificial IntelligenceVerified email at allenai.org
Byeonghwi KimSeoul National UniversityVerified email at snu.ac.kr
Kuk-Jin YoonProfessor, Visual Intelligence Lab., KAISTVerified email at kaist.ac.kr
Jihwan BangAI/ML Researcher, Qualcomm AI ResearchVerified email at qti.qualcomm.com
Hyunseo Koh광주과학기술원 AI대학원Verified email at gm.gist.ac.kr
Amit K. Roy-ChowdhuryProfessor and UC Presidential Chair, UC Riverside; Fellow IEEE, IAPRVerified email at ece.ucr.edu
Mahmudul HasanPrincipal Researcher, Comcast AI, Washington, DCVerified email at ucr.edu
Mohammad RastegariDistinguished AI Scientist at Meta Inc.Verified email at cs.washington.edu
William Robson SchwartzAssociate Professor of Computer Science, Federal University of Minas Gerais, BrazilVerified email at dcc.ufmg.br
Suvaansh BhambriAdobeVerified email at adobe.com
David W. JacobsProfessor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Huimin Guo (Maggie)Scientist at Microsoft HoloLensVerified email at cs.umd.edu
Hannaneh HajishirziUniversity of Washington; Allen AIVerified email at cs.washington.edu
Dustin SchwenkResearch Engineer, Allen Institute for Artificial IntelligenceVerified email at allenai.org

Jonghyun Choi

Associate Professor, Seoul National University

Verified email at snu.ac.kr - Homepage

Computer Vision Machine Learning Continual Learning Embodied AI


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Learning temporal regularity in video sequences M Hasan, J Choi, J Neumann, AK Roy-Chowdhury, LS Davis Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2016	1434	2016
Multi-directional multi-level dual-cross patterns for robust face recognition C Ding, J Choi, D Tao, L Davis Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014	423	2014
Rainbow Memory: Continual Learning with a Memory of Diverse Samples J Bang, H Kim, YJ Yoo, JW Ha, J Choi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	330	2021
Are You Smarter Than A Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension A Kembhavi, M Seo, D Schwenk, J Choi, A Farhadi, H Hajishirzi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2017	295	2017
Mining discriminative triplets of patches for fine-grained classification Y Wang, J Choi, V Morariu, LS Davis Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	161	2016
Actionflownet: Learning motion representation for action recognition JYH Ng, J Choi, J Neumann, LS Davis 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1616-1624, 2018	149	2018
Predictable Dual-View Hashing M Rastegari, J Choi, S Fakhraei, H Daumé III, LS Davis International Conference on Machine Learning (ICML), 2013	140	2013
Face Identification Using Large Feature Sets WR Schwartz, H Guo, J Choi, L Davis IEEE Transactions on Image Processing, 2011	120	2011
Thermal-to-visible face recognition using partial least squares S Hu, J Choi, AL Chan, WR Schwartz JOSA A 32 (3), 431-442, 2015	113	2015
Robust pose invariant face recognition using coupled latent space discriminant analysis A Sharma, M Al Haj, J Choi, LS Davis, DW Jacobs Computer Vision and Image Understanding 116 (11), 1095-1110, 2012	96	2012
Learning to Super Resolve Intensity Images From Events SM Mostafavi I., J Choi, KJ Yoon Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	73	2020
Factorizing perception and policy for interactive instruction following KP Singh, S Bhambri, B Kim, R Mottaghi, J Choi Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	67*	2021
Thermal to visible face recognition J Choi, S Hu, SS Young, LS Davis SPIE DSS, 2012	66	2012
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference H Koh, D Kim, JW Ha, J Choi International Conference on Learning Representation (ICLR) 2022, 2022	61	2022
Rethinking deep image prior for denoising Y Jo, SY Chun, J Choi Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	52	2021
Learning architectures for binary networks D Kim, KP Singh, J Choi European conference on computer vision, 575-591, 2020	52	2020
Adding Unlabeled Samples to Categories by Learned Attributes J Choi, M Rastegari, A Farhadi, LS Davis Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Computer Society …, 2013	49	2013
Zero-shot natural language video localization J Nam, D Ahn, D Kang, SJ Ha, J Choi Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	47	2021
Screenernet: Learning self-paced curriculum for deep neural networks TH Kim, J Choi arXiv preprint arXiv:1801.00904, 2018	47	2018
Joint Image Clustering and Labeling by Matrix Factorization S Hong, J Choi, J Feyereisl, B Han, L Davis Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015	47	2015

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