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Associative Memories via Predictive Coding


Sep 16, 2021
Tommaso Salvatori, Yuhang Song, Yujian Hong, Simon Frieder, Lei Sha, Zhenghua Xu, Rafal Bogacz, Thomas Lukasiewicz

* 24 pages, 18 figures 

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Predictive Coding Can Do Exact Backpropagation on Any Neural Network


Mar 08, 2021
Tommaso Salvatori, Yuhang Song, Thomas Lukasiewicz, Rafal Bogacz, Zhenghua Xu

* 15 pages, 9 figures 

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Predictive Coding Can Do Exact Backpropagation on Convolutional and Recurrent Neural Networks


Mar 05, 2021
Tommaso Salvatori, Yuhang Song, Thomas Lukasiewicz, Rafal Bogacz, Zhenghua Xu

* 18 pages, 3 figures 

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Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video


Aug 02, 2020
Jianyi Wang, Xin Deng, Mai Xu, Congyong Chen, Yuhang Song

* 16th European conference on computer vision. 2020 Aug 23 

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Zeroth-Order Supervised Policy Improvement


Jun 11, 2020
Hao Sun, Ziping Xu, Yuhang Song, Meng Fang, Jiechao Xiong, Bo Dai, Zhengyou Zhang, Bolei Zhou


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Novel Human-Object Interaction Detection via Adversarial Domain Generalization


May 22, 2020
Yuhang Song, Wenbo Li, Lei Zhang, Jianwei Yang, Emre Kiciman, Hamid Palangi, Jianfeng Gao, C. -C. Jay Kuo, Pengchuan Zhang


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AutoRemover: Automatic Object Removal for Autonomous Driving Videos


Nov 28, 2019
Rong Zhang, Wei Li, Peng Wang, Chenye Guan, Jin Fang, Yuhang Song, Jinhui Yu, Baoquan Chen, Weiwei Xu, Ruigang Yang


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Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence


May 30, 2019
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Mai Xu, Zihan Ding, Lianlong Wu


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Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards


May 30, 2019
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Shangtong Zhang, Mai Xu


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Diversity-Driven Extensible Hierarchical Reinforcement Learning


Nov 13, 2018
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Mai Xu

* 8 pages, 8 figures, In Proceedings of the 33rd National Conference on Artificial Intelligence, AAAI 2019, Honolulu, Hawaii, USA, January 27, 2019. Jianyi Wang is the co-first author 

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Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach


Sep 21, 2018
Yuhang Song, Mai Xu, Minglang Qiao, Jianyi Wang, Liangyu Huo, Zulin Wang

* EEE Transactions on Pattern Analysis and Machine Intelligence. 2018 Jul 24 
* 15 pages, 10 figures, published on TPAMI 2018 

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SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting


Aug 06, 2018
Yuhang Song, Chao Yang, Yeji Shen, Peng Wang, Qin Huang, C. -C. Jay Kuo

* BMVC 2018 camera ready 

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Contextual-based Image Inpainting: Infer, Match, and Translate


Jul 25, 2018
Yuhang Song, Chao Yang, Zhe Lin, Xiaofeng Liu, Qin Huang, Hao Li, C. -C. Jay Kuo

* ECCV 2018 camera ready 

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PortraitGAN for Flexible Portrait Manipulation


Jul 05, 2018
Jiali Duan, Xiaoyuan Guo, Yuhang Song, Chao Yang, C. -C. Jay Kuo


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Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart


Mar 28, 2018
Chao Yang, Yuhang Song, Xiaofeng Liu, Qingming Tang, C. -C. Jay Kuo


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Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning


Jan 02, 2018
Yuhang Song, Main Xu, Songyang Zhang, Liangyu Huo


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Learning Approximate Stochastic Transition Models


Oct 26, 2017
Yuhang Song, Christopher Grimm, Xianming Wang, Michael L. Littman


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Summable Reparameterizations of Wasserstein Critics in the One-Dimensional Setting


Sep 19, 2017
Christopher Grimm, Yuhang Song, Michael L. Littman


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Semantic Segmentation with Reverse Attention


Jul 20, 2017
Qin Huang, Chunyang Xia, Chihao Wu, Siyang Li, Ye Wang, Yuhang Song, C. -C. Jay Kuo

* accepted for oral presentation in BMVC 2017 

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Object Boundary Guided Semantic Segmentation


Jul 06, 2016
Qin Huang, Chunyang Xia, Wenchao Zheng, Yuhang Song, Hao Xu, C. -C. Jay Kuo

* The results in the first version of this paper are mistaken due to overlapping validation data and incorrect benchmark methods 

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