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Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation


Sep 10, 2022
Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David Doermann, Arun Innanje

* Accepted by AAAI2022 

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Self-supervised Human Mesh Recovery with Cross-Representation Alignment


Sep 10, 2022
Xuan Gong, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen, David Doermann, Ziyan Wu

* Accepted ECCV2022 

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Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation


Mar 17, 2022
Runqi Wang, Linlin Yang, Baochang Zhang, Wentao Zhu, David Doermann, Guodong Guo


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Associative Adversarial Learning Based on Selective Attack


Jan 04, 2022
Runqi Wang, Xiaoyue Duan, Baochang Zhang, Song Xue, Wentao Zhu, David Doermann, Guodong Guo


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Learning Robot Swarm Tactics over Complex Adversarial Environments


Sep 13, 2021
Amir Behjat, Hemanth Manjunatha, Prajit KrisshnaKumar, Apurv Jani, Leighton Collins, Payam Ghassemi, Joseph Distefano, David Doermann, Karthik Dantu, Ehsan Esfahani, Souma Chowdhury

* Accepted to IEEE International Symposium on Multi-Robot and Multi-Agent Systems 2021 

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Semantic Text-to-Face GAN -ST^2FG


Jul 22, 2021
Manan Oza, Sukalpa Chanda, David Doermann

* arXiv admin note: text overlap with arXiv:2010.12136 by other authors 

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Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track


Jul 11, 2021
Yuanhao Zhai, Le Wang, David Doermann, Junsong Yuan

* Second place solution to the HACS Weakly-Supervised Temporal Action Localization Challenge 2021. arXiv admin note: text overlap with arXiv:2010.11594 

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Cogradient Descent for Dependable Learning


Jun 20, 2021
Runqi Wang, Baochang Zhang, Li'an Zhuo, Qixiang Ye, David Doermann

* arXiv admin note: substantial text overlap with arXiv:2006.09142 

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