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SimVLM: Simple Visual Language Model Pretraining with Weak Supervision


Aug 24, 2021
Zirui Wang, Jiahui Yu, Adams Wei Yu, Zihang Dai, Yulia Tsvetkov, Yuan Cao


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Normalization effects on shallow neural networks and related asymptotic expansions


Nov 20, 2020
Jiahui Yu, Konstantinos Spiliopoulos


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Cascaded encoders for unifying streaming and non-streaming ASR


Oct 27, 2020
Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman


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FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization


Oct 21, 2020
Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang

* tech report 

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Universal ASR: Unify and Improve Streaming ASR with Full-context Modeling


Oct 12, 2020
Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang

* tech report 

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Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications


Aug 06, 2020
Ming-Yu Liu, Xun Huang, Jiahui Yu, Ting-Chun Wang, Arun Mallya


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Cross-Supervised Object Detection


Jun 29, 2020
Zitian Chen, Zhiqiang Shen, Jiahui Yu, Erik Learned-Miller


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Neural Sparse Representation for Image Restoration


Jun 08, 2020
Yuchen Fan, Jiahui Yu, Yiqun Mei, Yulun Zhang, Yun Fu, Ding Liu, Thomas S. Huang


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Pyramid Attention Networks for Image Restoration


Jun 03, 2020
Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu, Yuqian Zhou, Ding Liu, Yun Fu, Thomas S. Huang, Humphrey Shi


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Dynamic Sparsity Neural Networks for Automatic Speech Recognition


May 16, 2020
Zhaofeng Wu, Ding Zhao, Qiao Liang, Jiahui Yu, Anmol Gulati, Ruoming Pang

* Submitted to INTERSPEECH 2020 

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Conformer: Convolution-augmented Transformer for Speech Recognition


May 16, 2020
Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, Ruoming Pang

* Submitted to Interspeech 2020 

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ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context


May 16, 2020
Wei Han, Zhengdong Zhang, Yu Zhang, Jiahui Yu, Chung-Cheng Chiu, James Qin, Anmol Gulati, Ruoming Pang, Yonghui Wu

* Submitted to Interspeech 2020 

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BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models


Mar 24, 2020
Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas Huang, Xiaodan Song, Ruoming Pang, Quoc Le

* Technical report 

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Scale-wise Convolution for Image Restoration


Dec 19, 2019
Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang

* AAAI 2020 

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Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement


Aug 22, 2019
Zhiqiang Shen, Zhankui He, Wanyun Cui, Jiahui Yu, Yutong Zheng, Chenchen Zhu, Marios Savvides

* This is an extended version of our previous conference paper arXiv:1812.02425 

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Network Slimming by Slimmable Networks: Towards One-Shot Architecture Search for Channel Numbers


Mar 27, 2019
Jiahui Yu, Thomas Huang

* tech report 

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Universally Slimmable Networks and Improved Training Techniques


Mar 12, 2019
Jiahui Yu, Thomas Huang

* tech report 

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Foreground-aware Image Inpainting


Jan 18, 2019
Wei Xiong, Jiahui Yu, Zhe Lin, Jimei Yang, Xin Lu, Connelly Barnes, Jiebo Luo


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Slimmable Neural Networks


Dec 21, 2018
Jiahui Yu, Linjie Yang, Ning Xu, Jianchao Yang, Thomas Huang

* Accepted in ICLR 2019 

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Wide Activation for Efficient and Accurate Image Super-Resolution


Aug 27, 2018
Jiahui Yu, Yuchen Fan, Jianchao Yang, Ning Xu, Zhaowen Wang, Xinchao Wang, Thomas Huang

* tech report and factsheet 

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Free-Form Image Inpainting with Gated Convolution


Jun 10, 2018
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang

* tech report 

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Generative Image Inpainting with Contextual Attention


Mar 21, 2018
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang

* Accepted in CVPR 2018; add CelebA-HQ results; open sourced; interactive demo available: http://jhyu.me/demo 

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UnitBox: An Advanced Object Detection Network


Aug 04, 2016
Jiahui Yu, Yuning Jiang, Zhangyang Wang, Zhimin Cao, Thomas Huang

* To appear in ACM MM 2016, 5 pages, 6 figures 

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