Juan Carlos Niebles

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Li Fei-FeiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Ehsan AdeliStanford UniversityVerified email at stanford.edu
Bernard GhanemProfessor, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
De-An HuangStanford UniversityVerified email at cs.stanford.edu
Victor EscorciaSamsung AI Center - CambridgeVerified email at kaust.edu.sa
Fabian Caba HeilbronResearch Assistant, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Yoav ShohamProfessor (emeritus)Verified email at cs.stanford.edu
Silvio SavareseAssociate Professor of Computer Science at Stanford UniversityVerified email at stanford.edu
Shyamal BuchStanford UniversityVerified email at stanford.edu
Mani Golparvar-FardProfessor, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Alvaro SotoProfessor Universidad Catolica de ChileVerified email at ing.puc.cl
Adrien GaidonHead of Machine Learning Research, Toyota Research Institute (TRI)Verified email at tri.global
Jingwei JiResearch Scientist, WaymoVerified email at waymo.com
Ranjay KrishnaAssistant Professor, University of WashingtonVerified email at cs.washington.edu
Kuan-Hui LeeRivianVerified email at rivian.com
Min SunChief AI Scientist at Appier Inc. and Associate Professor at National Tsing Hua University, EE deptVerified email at ee.nthu.edu.tw
Bingbin LiuPhD Student in Machine Learning Department, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Zhangjie CaoPh.D. of Computer Science, Stanford UniversityVerified email at stanford.edu
Kenji HataGoogleVerified email at google.com
Hongcheng WangAmazonVerified email at amazon.com

Juan Carlos Niebles

Research Director (Salesforce) & Adjunct Professor (Stanford University)

Verified email at cs.stanford.edu - Homepage

Action Recognition Video Understanding Video Analysis Computer Vision


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Activitynet: A large-scale video benchmark for human activity understanding F Caba Heilbron, V Escorcia, B Ghanem, JC Niebles Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015	2348	2015
Unsupervised learning of human action categories using spatial-temporal words JC Niebles, H Wang, L Fei-Fei International journal of computer vision 79, 299-318, 2008	2250	2008
On the opportunities and risks of foundation models R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2021	1959	2021
Dense-Captioning Events in Videos R Krishna, K Hata, F Ren, L Fei-Fei, JC Niebles Proceedings of the IEEE International Conference on Computer Vision, 706-715, 2017	1127	2017
Modeling temporal structure of decomposable motion segments for activity classification JC Niebles, CW Chen, L Fei-Fei Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010	970	2010
A hierarchical model of shape and appearance for human action classification JC Niebles, L Fei-Fei 2007 IEEE Conference on computer vision and pattern recognition, 1-8, 2007	589	2007
SST: Single-Stream Temporal Action Proposals S Buch, V Escorcia, C Shen, B Ghanem, JC Niebles IEEE Conference on Computer Vision and Pattern Recognition, 2017	480	2017
The AI index 2021 annual report D Zhang, S Mishra, E Brynjolfsson, J Etchemendy, D Ganguli, B Grosz, ... arXiv preprint arXiv:2103.06312, 2021	475*	2021
DAPs: Deep Action Proposals for Action Understanding V Escorcia, F Caba Heilbron, JC Niebles, B Ghanem European Conference on Computer Vision, 2016	456	2016
Peeking into the future: Predicting future person activities and locations in videos J Liang, L Jiang, JC Niebles, AG Hauptmann, L Fei-Fei Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019	401	2019
Fast temporal activity proposals for efficient detection of human actions in untrimmed videos F Caba Heilbron, JC Niebles, B Ghanem Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	318	2016
Learning to decompose and disentangle representations for video prediction JT Hsieh, B Liu, DA Huang, L Fei-Fei, JC Niebles Advances in Neural Information Processing Systems, 517-526, 2018	305	2018
The AI index 2019 annual report R Perrault, Y Shoham, E Brynjolfsson, J Clark, J Etchemendy, B Grosz, ... AI Index Steering Committee, Human-Centered AI Institute, Stanford …, 2019	302	2019
Action genome: Actions as compositions of spatio-temporal scene graphs J Ji, R Krishna, L Fei-Fei, JC Niebles Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	295	2020
Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers M Golparvar-Fard, A Heydarian, JC Niebles Advanced Engineering Informatics 27 (4), 652-663, 2013	284	2013
Automated 2D detection of construction equipment and workers from site video streams using histograms of oriented gradients and colors M Memarzadeh, M Golparvar-Fard, JC Niebles Automation in Construction 32, 24-37, 2013	272	2013
Spatial-temporal correlatons for unsupervised action classification S Savarese, A DelPozo, JC Niebles, L Fei-Fei 2008 IEEE Workshop on Motion and video Computing, 1-8, 2008	270	2008
Connectionist Temporal Modeling for Weakly Supervised Action Labeling DA Huang, L Fei-Fei, JC Niebles European Conference on Computer Vision, 2016	257	2016
Spatio-temporal graph for video captioning with knowledge distillation B Pan, H Cai, DA Huang, KH Lee, A Gaidon, E Adeli, JC Niebles Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	254	2020
End-to-End, Single-Stream Temporal Action Detection in Untrimmed Videos S Buch, V Escorcia, B Ghanem, L Fei-Fei, JC Niebles British Machine Vision Conference (BMVC), 2017	239	2017

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