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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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Reinforced Medical Report Generation with X-Linear Attention and Repetition Penalty


Nov 16, 2020
Wenting Xu, Chang Qi, Zhenghua Xu, Thomas Lukasiewicz


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SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images


Nov 15, 2020
Chang Qi, Junyang Chen, Guizhi Xu, Zhenghua Xu, Thomas Lukasiewicz, Yang Liu


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w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution


Nov 15, 2020
Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu


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Efficient Medical Image Segmentation with Intermediate Supervision Mechanism


Nov 15, 2020
Di Yuan, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu, Guizhi Xu


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Detecting Relevant Feature Interactions for Recommender Systems via Graph Neural Networks


Aug 02, 2020
Yixin Su, Rui Zhang, Sarah Erfani, Zhenghua Xu

* 12 pages, 5 figures 

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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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Segmentation is All You Need


May 26, 2019
Zehua Cheng, Yuxiang Wu, Zhenghua Xu, Thomas Lukasiewicz, Weiyang Wang

* 10 Pages 

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Bandwidth Reduction using Importance Weighted Pruning on Ring AllReduce


Jan 06, 2019
Zehua Cheng, Zhenghua 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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