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
Ali FarhadiProfessor, Computer Science and Engineering, University of WashingtonVerified email at cs.uw.edu
Aniruddha KembhaviSenior Director of Computer Vision, Allen Institute of Artificial IntelligenceVerified email at allenai.org
Kunal Pratap SinghPRIOR, AI2Verified email at ee.iitr.ac.in
Jung-Woo HaResearch Fellow@NAVER AI Lab, AI Research Head@NAVER, Adj. Prof. @HKUSTVerified email at navercorp.com
Dahyun KimUpstage AI Research EngineerVerified email at upstage.ai
Kuk-Jin YoonAssociate Professor, Visual Intelligence Lab., KAISTVerified email at kaist.ac.kr
Mohammad RastegariSenior AI/ML Manager at Apple Inc.Verified email at cs.washington.edu
Amit K. Roy-ChowdhuryProfessor and Bourns Family Faculty Fellow, UC Riverside; Fellow IEEE, IAPRVerified email at ece.ucr.edu
Mahmudul HasanPrincipal Researcher, Comcast AI, Washington, DCVerified email at ucr.edu
William Robson SchwartzAssociate Professor of Computer Science, Federal University of Minas Gerais, BrazilVerified email at dcc.ufmg.br
David W. JacobsProfessor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Jihwan BangAI/ML Researcher, Qualcomm AI ResearchVerified email at qti.qualcomm.com
Byeonghwi KimYonsei UniversityVerified email at yonsei.ac.kr
Huimin Guo (Maggie)Scientist at Microsoft HoloLensVerified email at cs.umd.edu
Suvaansh BhambriIndian Institute of ScienceVerified email at ee.iitr.ac.in
Hannaneh HajishirziUniversity of Washington; Allen AIVerified email at cs.washington.edu
Dustin SchwenkResearch Engineer, Allen Institute for Artificial IntelligenceVerified email at allenai.org
Dacheng TaoThe University of SydneyVerified email at sydney.edu.au

Jonghyun Choi

Associate Professor, Yonsei University / AI2

Verified email at yonsei.ac.kr - Homepage

Computer Vision Machine Learning Continual Learning Embodied AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1145	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	407	2014
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	216	2017
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	176	2021
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	156	2016
Predictable Dual-View Hashing M Rastegari, J Choi, S Fakhraei, H Daumé III, LS Davis International Conference on Machine Learning (ICML), 2013	138	2013
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	132	2018
Face Identification Using Large Feature Sets WR Schwartz, H Guo, J Choi, L Davis IEEE Transactions on Image Processing, 2011	115	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	100	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	95	2012
Thermal to visible face recognition J Choi, S Hu, SS Young, LS Davis SPIE DSS, 2012	59	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	57	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	50	2013
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	47*	2021
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	45	2015
Screenernet: Learning self-paced curriculum for deep neural networks TH Kim, J Choi arXiv preprint arXiv:1801.00904, 2018	39	2018
Learning architectures for binary networks D Kim, KP Singh, J Choi European conference on computer vision, 575-591, 2020	37	2020
Rethinking deep image prior for denoising Y Jo, SY Chun, J Choi Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	32	2021
Structured set matching networks for one-shot part labeling J Choi, J Krishnamurthy, A Kembhavi, A Farhadi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2018	32	2018
Face verification using sparse representations H Guo, R Wang, J Choi, LS Davis 2012 IEEE Computer Society Conference on Computer Vision and Pattern …, 2012	28	2012

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