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DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision


Jun 05, 2021
Shiyi Lan, Zhiding Yu, Christopher Choy, Subhashree Radhakrishnan, Guilin Liu, Yuke Zhu, Larry S. Davis, Anima Anandkumar

* Tech Report 

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Rethinking Pseudo Labels for Semi-Supervised Object Detection


Jun 01, 2021
Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis


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Learned Spatial Representations for Few-shot Talking-Head Synthesis


Apr 29, 2021
Moustafa Meshry, Saksham Suri, Larry S. Davis, Abhinav Shrivastava

* http://www.cs.umd.edu/~mmeshry/projects/lsr/ 

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THAT: Two Head Adversarial Training for Improving Robustness at Scale


Mar 25, 2021
Zuxuan Wu, Tom Goldstein, Larry S. Davis, Ser-Nam Lim


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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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Deep Video Inpainting Detection


Jan 26, 2021
Peng Zhou, Ning Yu, Zuxuan Wu, Larry S. Davis, Abhinav Shrivastava, Ser-Nam Lim


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2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition


Dec 29, 2020
Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis


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All About Knowledge Graphs for Actions


Aug 28, 2020
Pallabi Ghosh, Nirat Saini, Larry S. Davis, Abhinav Shrivastava


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InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling


Jul 16, 2020
Jun Wang, Shiyi Lan, Mingfei Gao, Larry S. Davis


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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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SaccadeNet: A Fast and Accurate Object Detector


Mar 26, 2020
Shiyi Lan, Zhou Ren, Yi Wu, Larry S. Davis, Gang Hua


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DeepStrip: High Resolution Boundary Refinement


Mar 25, 2020
Peng Zhou, Brian Price, Scott Cohen, Gregg Wilensky, Larry S. Davis

* CVPR 2020 

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Deep Depth Prior for Multi-View Stereo


Jan 21, 2020
Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta Sinha, Neel Joshi


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Recognizing Instagram Filtered Images with Feature De-stylization


Dec 30, 2019
Zhe Wu, Zuxuan Wu, Bharat Singh, Larry S. Davis

* Accepted in AAAI 2020 as an oral presentation paper 

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Fashion Outfit Complementary Item Retrieval


Dec 19, 2019
Yen-Liang Lin, Son Tran, Larry S. Davis


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Learning from Noisy Anchors for One-stage Object Detection


Dec 11, 2019
Hengduo Li, Zuxuan Wu, Chen Zhu, Caiming Xiong, Richard Socher, Larry S. Davis


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LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition


Dec 03, 2019
Zuxuan Wu, Caiming Xiong, Yu-Gang Jiang, Larry S. Davis

* NeurIPS 2019 

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Consistency-Based Semi-Supervised Active Learning: Towards Minimizing Labeling Cost


Oct 16, 2019
Mingfei Gao, Zizhao Zhang, Guo Yu, Sercan O. Arik, Larry S. Davis, Tomas Pfister


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Cross-X Learning for Fine-Grained Visual Categorization


Sep 10, 2019
Wei Luo, Xitong Yang, Xianjie Mo, Yuheng Lu, Larry S. Davis, Jun Li, Jian Yang, Ser-Nam Lim

* accepted by ICCV 2019 

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HiCoRe: Visual Hierarchical Context-Reasoning


Sep 02, 2019
Pedro H. Bugatti, Priscila T. M. Saito, Larry S. Davis


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WSLLN: Weakly Supervised Natural Language Localization Networks


Aug 31, 2019
Mingfei Gao, Larry S. Davis, Richard Socher, Caiming Xiong

* accepted by EMNLP2019 

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Truncated Cauchy Non-negative Matrix Factorization


Jun 02, 2019
Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis

* IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), vol. 41, no. 1, pp. 246-259, Jan. 2019 

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An Analysis of Object Embeddings for Image Retrieval


May 28, 2019
Bor-Chun Chen, Larry S. Davis, Ser-Nam Lim


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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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ACE: Adapting to Changing Environments for Semantic Segmentation


Apr 12, 2019
Zuxuan Wu, Xin Wang, Joseph E. Gonzalez, Tom Goldstein, Larry S. Davis


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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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Referring to Objects in Videos using Spatio-Temporal Identifying Descriptions


Apr 08, 2019
Peratham Wiriyathammabhum, Abhinav Shrivastava, Vlad I. Morariu, Larry S. Davis


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M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning


Apr 03, 2019
Peng Zhou, Long Mai, Jianming Zhang, Ning Xu, Zuxuan Wu, Larry S. Davis


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