Mohammad Rastegari

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Ali FarhadiAssociate Professor, Computer Science and Engineering, University of WashingtonVerified email at cs.uw.edu
Joseph RedmonUniversity of WashingtonVerified email at cs.washington.edu
Hannaneh HajishirziAssistant Professor at University of Washington; AI fellow at AI2Verified email at cs.washington.edu
Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Vicente OrdonezUniversity of Virginia, Assistant Professor, Computer ScienceVerified email at virginia.edu
Roozbeh MottaghiAllen Institute for Artificial IntelligenceVerified email at cs.stanford.edu
Jonghyun ChoiGIST / AI2Verified email at umd.edu
Shobeir FakhraeiMachine Learning Scientist, AmazonVerified email at amazon.com
David ForsythProfessor of Computer Science, University of Illinois, Urbana ChampaignVerified email at uiuc.edu
Hossein MousaviResearch Fellow, Singapore University of Technology and Design (SUTD)Verified email at sutd.edu.sg
Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Lorenzo TorresaniDartmouth College, Facebook AIVerified email at dartmouth.edu
Abhinav GuptaAssociate Professor, Robotics Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Vittorio MurinoProfessor, University of Verona - Former director of PAVIS @ Italian Institute of Technology, ItalyVerified email at iit.it
Devi ParikhGeorgia Tech, Facebook AI ResearchVerified email at gatech.edu
Ali DibaCo-Founder@Sensifai, KU LeuvenVerified email at sensifai.com
Niloofar GheissariLumex AsVerified email at lumex.no
Chen FangResearch Scientist@Adobe ResearchVerified email at adobe.com
Pushmeet KohliDeepMindVerified email at google.com
Cem KeskinResearch Scientist Manager, FacebookVerified email at fb.com

Mohammad Rastegari

Senior AI/ML Manager at Apple Inc.

Verified email at cs.washington.edu - Homepage

Computer Vision Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Xnor-net: Imagenet classification using binary convolutional neural networks M Rastegari, V Ordonez, J Redmon, A Farhadi European conference on computer vision, 525-542, 2016	3010	2016
Espnet: Efficient spatial pyramid of dilated convolutions for semantic segmentation S Mehta, M Rastegari, A Caspi, L Shapiro, H Hajishirzi Proceedings of the european conference on computer vision (ECCV), 552-568, 2018	259	2018
Attribute discovery via predictable discriminative binary codes M Rastegari, A Farhadi, D Forsyth European Conference on Computer Vision, 876-889, 2012	216	2012
Iqa: Visual question answering in interactive environments D Gordon, A Kembhavi, M Rastegari, J Redmon, D Fox, A Farhadi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018	193	2018
Newtonian scene understanding: Unfolding the dynamics of objects in static images R Mottaghi, H Bagherinezhad, M Rastegari, A Farhadi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	127	2016
G-cnn: an iterative grid based object detector M Najibi, M Rastegari, LS Davis Proceedings of the IEEE conference on computer vision and pattern …, 2016	126	2016
Espnetv2: A light-weight, power efficient, and general purpose convolutional neural network S Mehta, M Rastegari, L Shapiro, H Hajishirzi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	119	2019
Predictable Dual-View Hashing M Rastegari, J Choi, S Fakhraei, H Daumé III, LS Davis International Conference on Machine Learning (ICML 2013), 2013	117	2013
Label refinery: Improving imagenet classification through label progression H Bagherinezhad, M Horton, M Rastegari, A Farhadi arXiv preprint arXiv:1805.02641, 2018	85	2018
“What happens if...” Learning to Predict the Effect of Forces in Images R Mottaghi, M Rastegari, A Gupta, A Farhadi European conference on computer vision, 269-285, 2016	85	2016
Lcnn: Lookup-based convolutional neural network H Bagherinezhad, M Rastegari, A Farhadi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017	72	2017
Ok-vqa: A visual question answering benchmark requiring external knowledge K Marino, M Rastegari, A Farhadi, R Mottaghi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	55	2019
Action recognition with image based CNN features M Ravanbakhsh, H Mousavi, M Rastegari, V Murino, LS Davis arXiv preprint arXiv:1512.03980, 2015	50	2015
Learning to learn how to learn: Self-adaptive visual navigation using meta-learning M Wortsman, K Ehsani, M Rastegari, A Farhadi, R Mottaghi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	49	2019
Multi-Attribute Queries: To Merge or Not to Merge? M Rastegari, A Diba, D Parikh, A Farhadi IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013, 2013	48	2013
Adding Unlabeled Samples to Categories by Learned Attributes J Choi, M Rastegari, A Farhadi, LS Davis IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013, 2013	46	2013
Scalable object-class retrieval with approximate and top-k ranking M Rastegari, C Fang, L Torresani 2011 International Conference on Computer Vision, 2659-2666, 2011	40	2011
What's Hidden in a Randomly Weighted Neural Network? V Ramanujan, M Wortsman, A Kembhavi, A Farhadi, M Rastegari Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	38	2020
Discovering neural wirings M Wortsman, A Farhadi, M Rastegari arXiv preprint arXiv:1906.00586, 2019	34	2019
Elastic: Improving cnns with dynamic scaling policies H Wang, A Kembhavi, A Farhadi, AL Yuille, M Rastegari Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	28	2019

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