Mahyar Najibi

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Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Tom GoldsteinVolpi-Cupal Associate Professor of Computer Science, University of MarylandVerified email at cs.umd.edu
Ali ShafahiGraduate Research Assistant, University of MarylandVerified email at umd.edu
Bharat Singhvchar.aiVerified email at vchar.ai
John P. DickersonAssociate Professor of Computer Science, University of Maryland & Chief Scientist, Arthur AIVerified email at cs.umd.edu
Christoph StuderAssociate Professor at the Dept. of Information Technology and Electrical Engineering, ETH ZurichVerified email at ethz.ch
Zheng XuGoogle ResearchVerified email at google.com
Amin GhiasiGraduate Research Assistant, University of MarylandVerified email at umd.edu
Ramalingam ChellappaBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Tudor DumitrasAssistant Professor, University of Maryland, College ParkVerified email at umiacs.umd.edu
W. Ronny HuangGoogle ResearchVerified email at google.com
Mohammad RastegariSenior AI/ML Manager at Apple Inc.Verified email at cs.washington.edu
Thomas FunkhouserPrinceton UniversityVerified email at cs.princeton.edu
Fan YangGoogleVerified email at google.com
Robinson PiramuthuAmazon, Amazon Alexa AIVerified email at amazon.com
Navaneeth BodlaCruiseVerified email at getcruise.com
David A. RossGoogle ResearchVerified email at google.com
Alireza FathiGoogle ResearchVerified email at cs.stanford.edu
Vivek RathodSoftware Engineer, GoogleVerified email at google.com
Hengduo LiMeta AIVerified email at meta.com

Mahyar Najibi

Research Scientist, Waymo

Verified email at google.com - Homepage

Computer Vision Deep Learning Machine Learning


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Adversarial Training for Free! A Shafahi, M Najibi, A Ghiasi, Z Xu, J Dickerson, C Studer, LS Davis, ... Advances in Neural Information Processing Systems, 2019	996	2019
Poison frogs! targeted clean-label poisoning attacks on neural networks A Shafahi, WR Huang, M Najibi, O Suciu, C Studer, T Dumitras, ... Advances in Neural Information Processing Systems, 6103-6113, 2018	786	2018
SNIPER: Efficient multi-scale training B Singh, M Najibi, LS Davis Advances in Neural Information Processing Systems, 9310-9320, 2018	519	2018
Ssh: Single stage headless face detector M Najibi, P Samangouei, R Chellappa, LS Davis Proceedings of the IEEE international conference on computer vision, 4875-4884, 2017	487	2017
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	220	2016
Universal adversarial training A Shafahi, M Najibi, Z Xu, J Dickerson, LS Davis, T Goldstein AAAI Conference on Artificial Intelligence (AAAI), 2020	147	2020
Autofocus: Efficient multi-scale inference M Najibi, B Singh, LS Davis Proceedings of the IEEE International Conference on Computer Vision, 2019	100	2019
Offboard 3d object detection from point cloud sequences CR Qi, Y Zhou, M Najibi, P Sun, K Vo, B Deng, D Anguelov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	94	2021
Generate, segment and replace: Towards generic manipulation segmentation P Zhou, BC Chen, X Han, M Najibi, LS Davis AAAI Conference on Artificial Intelligence (AAAI), 2020	56*	2020
Soft sampling for robust object detection Z Wu, N Bodla, B Singh, M Najibi, R Chellappa, LS Davis British Machine Vision Conference (BMVC), 2019	55	2019
Dops: Learning to detect 3d objects and predict their 3d shapes M Najibi, G Lai, A Kundu, Z Lu, V Rathod, T Funkhouser, C Pantofaru, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020	50	2020
Fa-rpn: Floating region proposals for face detection M Najibi, B Singh, LS Davis Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019	41	2019
An analysis of pre-training on object detection H Li, B Singh, M Najibi, Z Wu, LS Davis arXiv preprint arXiv:1904.05871, 2019	36	2019
Saliency-based object counting and localization M Najibi, F Yang, Q Wang, R Piramuthu US Patent 10,521,691, 2019	33	2019
Face-MagNet: Magnifying Feature Maps to Detect Small Faces P Samangouei, M Najibi, L Davis, R Chellappa 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 122-130, 2018	20	2018
Deep patch feature prediction for image inpainting O Wang, M Lukac, E Shechtman, M Najibi US Patent 10,740,881, 2020	17	2020
Towards the success rate of one: Real-time unconstrained salient object detection M Najibi, F Yang, Q Wang, R Piramuthu 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1432-1441, 2018	12	2018
Scale normalized image pyramids with autofocus for object detection B Singh, M Najibi, A Sharma, LS Davis IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (7), 3749-3766, 2021	9	2021
Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving M Najibi, J Ji, Y Zhou, CR Qi, X Yan, S Ettinger, D Anguelov Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022	7	2022
Revisiting 3d object detection from an egocentric perspective B Deng, CR Qi, M Najibi, T Funkhouser, Y Zhou, D Anguelov Advances in Neural Information Processing Systems 34, 26066-26079, 2021	7	2021

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