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More Than Just Attention: Learning Cross-Modal Attentions with Contrastive Constraints


May 20, 2021
Yuxiao Chen, Jianbo Yuan, Long Zhao, Rui Luo, Larry Davis, Dimitris N. Metaxas


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Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer


May 16, 2021
Arthita Ghosh, Max Ehrlich, Larry Davis, Rama Chellappa

* IGARSS (2019), 5144-5147 
* Published in the proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium 

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VideoLT: Large-scale Long-tailed Video Recognition


May 06, 2021
Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen, Yu-Gang Jiang, Larry Davis

* 10 pages, 6 figures 

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M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers


Apr 30, 2021
Tianrui Guan, Jun Wang, Shiyi Lan, Rohan Chandra, Zuxuan Wu, Larry Davis, Dinesh Manocha


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Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories


Apr 02, 2021
Xitong Yang, Haoqi Fan, Lorenzo Torresani, Larry Davis, Heng Wang

* CVPR 2021 

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Dual Contrastive Loss and Attention for GANs


Mar 31, 2021
Ning Yu, Guilin Liu, Aysegul Dundar, Andrew Tao, Bryan Catanzaro, Larry Davis, Mario Fritz


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Knowledge Evolution in Neural Networks


Mar 09, 2021
Ahmed Taha, Abhinav Shrivastava, Larry Davis

* CVPR Oral 2021 

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SVMax: A Feature Embedding Regularizer


Mar 04, 2021
Ahmed Taha, Alex Hanson, Abhinav Shrivastava, Larry Davis


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Responsible Disclosure of Generative Models Using Scalable Fingerprinting


Dec 16, 2020
Ning Yu, Vladislav Skripniuk, Dingfan Chen, Larry Davis, Mario Fritz


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The Lottery Ticket Hypothesis for Object Recognition


Dec 08, 2020
Sharath Girish, Shishira R. Maiya, Kamal Gupta, Hao Chen, Larry Davis, Abhinav Shrivastava


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SLADE: A Self-Training Framework For Distance Metric Learning


Nov 20, 2020
Jiali Duan, Yen-Liang Lin, Son Tran, Larry Davis, C. -C. Jay Kuo


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Analyzing and Mitigating Compression Defects in Deep Learning


Nov 17, 2020
Max Ehrlich, Larry Davis, Ser-Nam Lim, Abhinav Shrivastava


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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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Hierarchical Contrastive Motion Learning for Video Action Recognition


Jul 20, 2020
Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz


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A Generic Visualization Approach for Convolutional Neural Networks


Jul 19, 2020
Ahmed Taha, Xitong Yang, Abhinav Shrivastava, Larry Davis

* ECCV'2020 

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Layout Generation and Completion with Self-attention


Jun 25, 2020
Kamal Gupta, Alessandro Achille, Justin Lazarow, Larry Davis, Vijay Mahadevan, Abhinav Shrivastava


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Quantization Guided JPEG Artifact Correction


Apr 17, 2020
Max Ehrlich, Ser-Nam Lim, Larry Davis, Abhinav Shrivastava


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Inclusive GAN: Improving Data and Minority Coverage in Generative Models


Apr 12, 2020
Ning Yu, Ke Li, Peng Zhou, Jitendra Malik, Larry Davis, Mario Fritz


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Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors


Oct 31, 2019
Zuxuan Wu, Ser-Nam Lim, Larry Davis, Tom Goldstein


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A weakly supervised adaptive triplet loss for deep metric learning


Sep 27, 2019
Xiaonan Zhao, Huan Qi, Rui Luo, Larry Davis

* 4 pages, ICCV Fashion Workshop 

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STEP: Spatio-Temporal Progressive Learning for Video Action Detection


Apr 19, 2019
Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry Davis, Jan Kautz

* CVPR 2019 (Oral) 

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Unsupervised Data Uncertainty Learning in Visual Retrieval Systems


Feb 07, 2019
Ahmed Taha, Yi-Ting Chen, Teruhisa Misu, Abhinav Shrivastava, Larry Davis


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In Defense of the Triplet Loss for Visual Recognition


Jan 24, 2019
Ahmed Taha, Yi-Ting Chen, Teruhisa Misu, Larry Davis


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Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems


Jan 23, 2019
Ahmed Taha, Yi-Ting Chen, Xitong Yang, Teruhisa Misu, Larry Davis


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Deep Residual Learning in the JPEG Transform Domain


Jan 05, 2019
Max Ehrlich, Larry Davis

* Code and notes are available on our website at https://cdcnn.umiacs.io/ 

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Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images


Nov 20, 2018
Ning Yu, Larry Davis, Mario Fritz


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Two Stream Self-Supervised Learning for Action Recognition


Jun 16, 2018
Ahmed Taha, Moustafa Meshry, Xitong Yang, Yi-Ting Chen, Larry Davis


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Fused Deep Neural Networks for Efficient Pedestrian Detection


May 02, 2018
Xianzhi Du, Mostafa El-Khamy, Vlad I. Morariu, Jungwon Lee, Larry Davis

* 11 pages 

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