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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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StartNet: Online Detection of Action Start in Untrimmed Videos

Mar 23, 2019
Mingfei Gao, Mingze Xu, Larry S. Davis, Richard Socher, Caiming Xiong


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Compatible and Diverse Fashion Image Inpainting

Feb 04, 2019
Xintong Han, Zuxuan Wu, Weilin Huang, Matthew R. Scott, Larry S. Davis


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TAN: Temporal Aggregation Network for Dense Multi-label Action Recognition

Dec 14, 2018
Xiyang Dai, Bharat Singh, Joe Yue-Hei Ng, Larry S. Davis

* WACV 2019 

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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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Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation

Dec 12, 2018
Pallabi Ghosh, Yi Yao, Larry S. Davis, Ajay Divakaran


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AutoFocus: Efficient Multi-Scale Inference

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


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MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment

Nov 30, 2018
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang, Larry S. Davis

* Technical report 

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AdaFrame: Adaptive Frame Selection for Fast Video Recognition

Nov 29, 2018
Zuxuan Wu, Caiming Xiong, Chih-Yao Ma, Richard Socher, Larry S. Davis


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