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Wei Yu

University of Toronto

Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physical Layer

Dec 22, 2020
Wei Cui, Wei Yu

* 13 pages, 9 figures 
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Action Concept Grounding Network for Semantically-Consistent Video Generation

Nov 23, 2020
Wei Yu, Wenxin Chen, Steve Easterbrook, Animesh Garg


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Products-10K: A Large-scale Product Recognition Dataset

Aug 24, 2020
Yalong Bai, Yuxiang Chen, Wei Yu, Linfang Wang, Wei Zhang


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Multi-Agent Reinforcement Learning for Adaptive User Association in Dynamic mmWave Networks

Jun 16, 2020
Mohamed Sana, Antonio De Domenico, Wei Yu, Yves Lostanlen, Emilio Calvanese Strinati

* Part of this work has been presented in IEEE Globecom 2019 
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Adaptive Semantic-Visual Tree for Hierarchical Embeddings

Mar 08, 2020
Shuo Yang, Wei Yu, Ying Zheng, Hongxun Yao, Tao Mei

* The 27th ACM Multimedia (2019) 2097-2105 
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CrevNet: Conditionally Reversible Video Prediction

Oct 25, 2019
Wei Yu, Yichao Lu, Steve Easterbrook, Sanja Fidler


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Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference

Jul 29, 2019
Kai Yang, Yuanming Shi, Wei Yu, Zhi Ding


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Recovering the parameters underlying the Lorenz-96 chaotic dynamics

Jun 16, 2019
Soukayna Mouatadid, Pierre Gentine, Wei Yu, Steve Easterbrook

* ICML 2019 workshop on climate change 
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Spatial Deep Learning for Wireless Scheduling

Aug 04, 2018
Wei Cui, Kaiming Shen, Wei Yu

* This paper is the full version of the paper to be presented at IEEE Global Communications Conference 2018. It includes 30 pages and 13 figures 
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Towards Optimal Power Control via Ensembling Deep Neural Networks

Jul 26, 2018
Fei Liang, Cong Shen, Wei Yu, Feng Wu

* 30 pages, 27 figures 
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Transaction Fraud Detection Using GRU-centered Sandwich-structured Model

Mar 19, 2018
Xurui Li, Wei Yu, Tianyu Luwang, Jianbin Zheng, Xuetao Qiu, Jintao Zhao, Lei Xia, Yujiao Li

* accepted by cscwd2018 
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On learning optimized reaction diffusion processes for effective image restoration

Mar 25, 2015
Yunjin Chen, Wei Yu, Thomas Pock

* 9 pages, 3 figures, 3 tables. CVPR2015 oral presentation together with the supplemental material of 13 pages, 8 pages (Notes on diffusion networks) 
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Visualizing and Comparing Convolutional Neural Networks

Dec 26, 2014
Wei Yu, Kuiyuan Yang, Yalong Bai, Hongxun Yao, Yong Rui

* 9 pages and 7 figures, submit to ICLR2015 
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Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data

Dec 21, 2013
Yalong Bai, Kuiyuan Yang, Wei Yu, Wei-Ying Ma, Tiejun Zhao


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The state-of-the-art in web-scale semantic information processing for cloud computing

May 18, 2013
Wei Yu, Junpeng Chen

* 20 pages 
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