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SpeechBrain: A General-Purpose Speech Toolkit


Jun 08, 2021
Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio

* Preprint 

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End-to-End Speech Recognition from Federated Acoustic Models


Apr 29, 2021
Yan Gao, Titouan Parcollet, Javier Fernandez-Marques, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane


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On-device Federated Learning with Flower


Apr 07, 2021
Akhil Mathur, Daniel J. Beutel, Pedro Porto Buarque de Gusmão, Javier Fernandez-Marques, Taner Topal, Xinchi Qiu, Titouan Parcollet, Yan Gao, Nicholas D. Lane

* On-device Intelligence Workshop at the Fourth Conference on Machine Learning and Systems (MLSys), April 9, 2021 
* Accepted at the 2nd On-device Intelligence Workshop @ MLSys 2021. arXiv admin note: substantial text overlap with arXiv:2007.14390 

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Hyperspectral Image Denoising Based On Multi-Stream Denoising Network


Apr 06, 2021
Yan Gao, Feng Gao, Junyu Dong

* Accepted for publication in the International Geoscience and Remote Sensing Symposium (IGARSS 2021) 

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Occluded Video Instance Segmentation


Feb 08, 2021
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip H. S. Torr, Song Bai

* 10 pages, 11 figures 

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Practical Distributed Control for VTOL UAVs to Pass a Tunnel


Jan 19, 2021
Quan Quan, Rao Fu, Mengxin Li, Donghui Wei, Yan Gao, Kai-Yuan Cai


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Dynamic-K Recommendation with Personalized Decision Boundary


Dec 25, 2020
Yan Gao, Jiafeng Guo, Yanyan Lan, Huaming Liao

* CCIR 2017 
* 12 pages 

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"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL


Nov 09, 2020
Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang


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Compositional Generalization by Learning Analytical Expressions


Jun 18, 2020
Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang

* 14 pages, 6 figures 

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IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition


May 29, 2020
Hyeokhyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz


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Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition


May 19, 2020
Yan Gao, Titouan Parcollet, Nicholas Lane


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1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation


Mar 17, 2020
Yu Liu, Guanglu Song, Yuhang Zang, Yan Gao, Enze Xie, Junjie Yan, Chen Change Loy, Xiaogang Wang


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A Hybrid Semantic Parsing Approach for Tabular Data Analysis


Oct 24, 2019
Yan Gao, Jian-Guang Lou, Dongmei Zhang

* 10 pages, 5 figures 

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Utilizing the Instability in Weakly Supervised Object Detection


Jun 14, 2019
Yan Gao, Boxiao Liu, Nan Guo, Xiaochun Ye, Fang Wan, Haihang You, Dongrui Fan

* Accepted by CVPR 2019 Workshop 

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Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation


May 29, 2019
Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang

* To appear in ACL 2019 

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Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers


Feb 21, 2019
Yan Gao, Yang Long, Yu Guan, Anna Basu, Jessica Baggaley, Thomas Ploetz

* Gao and Long share equal contributions; This work has been accepted for publication in ACM IMWUT (Ubicomp) 2019; 

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Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People


Nov 26, 2018
BingZhang Hu, Yan Gao, Yu Guan, Yang Long, Nicholas Lane, Thomas Ploetz


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