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Offboard 3D Object Detection from Point Cloud Sequences


Mar 08, 2021
Charles R. Qi, Yin Zhou, Mahyar Najibi, Pei Sun, Khoa Vo, Boyang Deng, Dragomir Anguelov

* 18 pages, 7 figures, 19 tables 

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Scale Normalized Image Pyramids with AutoFocus for Object Detection


Feb 10, 2021
Bharat Singh, Mahyar Najibi, Abhishek Sharma, Larry S. Davis

* Accepted in T-PAMI 2021 

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ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors


Aug 21, 2020
Rohun Tripathi, Vasu Singla, Mahyar Najibi, Bharat Singh, Abhishek Sharma, Larry Davis

* Under Review at CVIU 

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DOPS: Learning to Detect 3D Objects and Predict their 3D Shapes


Apr 07, 2020
Mahyar Najibi, Guangda Lai, Abhijit Kundu, Zhichao Lu, Vivek Rathod, Thomas Funkhouser, Caroline Pantofaru, David Ross, Larry S. Davis, Alireza Fathi

* To appear in CVPR 2020 

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Adversarial Training for Free!


Apr 29, 2019
Ali Shafahi, Mahyar Najibi, Amin Ghiasi, Zheng Xu, John Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein


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An Analysis of Pre-Training on Object Detection


Apr 11, 2019
Hengduo Li, Bharat Singh, Mahyar Najibi, Zuxuan Wu, Larry S. Davis


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FA-RPN: Floating Region Proposals for Face Detection


Dec 13, 2018
Mahyar Najibi, Bharat Singh, Larry S. Davis


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AutoFocus: Efficient Multi-Scale Inference


Dec 04, 2018
Mahyar Najibi, Bharat Singh, Larry S. Davis


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Universal Adversarial Training


Nov 27, 2018
Ali Shafahi, Mahyar Najibi, Zheng Xu, John Dickerson, Larry S. Davis, Tom Goldstein


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Generate, Segment and Replace: Towards Generic Manipulation Segmentation


Nov 24, 2018
Peng Zhou, Bor-Chun Chen, Xintong Han, Mahyar Najibi, Larry S. Davis


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Soft Sampling for Robust Object Detection


Jun 18, 2018
Zhe Wu, Navaneeth Bodla, Bharat Singh, Mahyar Najibi, Rama Chellappa, Larry S. Davis


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SNIPER: Efficient Multi-Scale Training


Jun 18, 2018
Bharat Singh, Mahyar Najibi, Larry S. Davis


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Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks


Apr 03, 2018
Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein

* 12 pages, 7 figures, with additional appendix 

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Face-MagNet: Magnifying Feature Maps to Detect Small Faces


Mar 14, 2018
Pouya Samangouei, Mahyar Najibi, Larry Davis, Rama Chellappa

* Accepted in WACV18 

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SSH: Single Stage Headless Face Detector


Oct 18, 2017
Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry Davis

* International Conference on Computer Vision (ICCV) 2017 

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Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection


Aug 02, 2017
Mahyar Najibi, Fan Yang, Qiaosong Wang, Robinson Piramuthu


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Supervised Incremental Hashing


Jun 09, 2016
Bahadir Ozdemir, Mahyar Najibi, Larry S. Davis

* 14 pages, 6 figures 

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G-CNN: an Iterative Grid Based Object Detector


Apr 25, 2016
Mahyar Najibi, Mohammad Rastegari, Larry S. Davis

* To appear in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (Spotlight) 

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On Large-Scale Retrieval: Binary or n-ary Coding?


Sep 20, 2015
Mahyar Najibi, Mohammad Rastegari, Larry S. Davis


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Local Similarities, Global Coding: An Algorithm for Feature Coding and its Applications


Mar 05, 2014
Amirreza Shaban, Hamid R. Rabiee, Mahyar Najibi


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