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Discrete-continuous Action Space Policy Gradient-based Attention for Image-Text Matching


Apr 21, 2021
Shiyang Yan, Li Yu, Yuan Xie


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Off-Policy Self-Critical Training for Transformer in Visual Paragraph Generation


Jun 21, 2020
Shiyang Yan, Yang Hua, Neil M. Robertson


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ParaCNN: Visual Paragraph Generation via Adversarial Twin Contextual CNNs


Apr 21, 2020
Shiyang Yan, Yang Hua, Neil Robertson


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HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning


Aug 14, 2019
Shiyang Yan, Jun Xu, Yuai Liu, Lin Xu

* 10 pages, 5 figures, published in IJCAI19 

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Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization


Nov 13, 2018
Shiyang Yan, Fangyu Wu, Jeremy S. Smith, Wenjin Lu, Bailing Zhang


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Hierarchical Multi-scale Attention Networks for Action Recognition


Aug 28, 2017
Shiyang Yan, Jeremy S. Smith, Wenjin Lu, Bailing Zhang


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CHAM: action recognition using convolutional hierarchical attention model


May 19, 2017
Shiyang Yan, Jeremy S. Smith, Wenjin Lu, Bailing Zhang

* accepted by ICIP2017 

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