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ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity


Aug 04, 2022
Xinchi Qiu, Javier Fernandez-Marques, Pedro PB Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane

* International Conference on Learning Representations, 2022 
* Published as a conference paper at ICLR 2022 

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Distributed Control for a Multi-Agent System to Pass through a Connected Quadrangle Virtual Tube


Jul 14, 2022
Yan Gao, Chenggang Bai, Quan Quan

* 12 pages,14 figures. arXiv admin note: substantial text overlap with arXiv:2112.01006 

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Federated Self-supervised Learning for Video Understanding


Jul 05, 2022
Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmao, Nicholas Lane


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Robust Distributed Control within a Curve Virtual Tube for a Robotic Swarm under Self-Localization Drift and Precise Relative Navigation


May 27, 2022
Yan Gao, Chenggang Bai, Quan Quan

* 8 pages, 10 figures 

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LogiGAN: Learning Logical Reasoning via Adversarial Pre-training


May 18, 2022
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou

* 19 pages 

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NFormer: Robust Person Re-identification with Neighbor Transformer


Apr 20, 2022
Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves

* 8 pages, 7 figures, CVPR2022 poster 

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UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL


Apr 13, 2022
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou

* Codes and checkpoints are available at https://github.com/microsoft/ContextualSP/tree/master/unified_parser_text_to_sql 

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Federated Self-supervised Speech Representations: Are We There Yet?


Apr 06, 2022
Yan Gao, Javier Fernandez-Marques, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane


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Decoupled IoU Regression for Object Detection


Feb 02, 2022
Yan Gao, Qimeng Wang, Xu Tang, Haochen Wang, Fei Ding, Jing Li, Yao Hu

* ACMMM 2021 Poster 

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Reasoning Like Program Executors


Jan 27, 2022
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen

* Work in progress.The first two authors contributed equally 

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