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Temporal Consistency Two-Stream CNN for Human Motion Prediction


Apr 11, 2021
Jin Tang, Jin Zhang, Jianqin Yin


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A Generic Descent Aggregation Framework for Gradient-based Bi-level Optimization


Feb 16, 2021
Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

* 16 pages 

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Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond


Jan 27, 2021
Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin

* 20 pages 

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A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton


Jul 02, 2020
Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

* Accepted at ICML 2020 

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Learn to Effectively Explore in Context-Based Meta-RL


Jun 15, 2020
Jin Zhang, Jianhao Wang, Hao Hu, Yingfeng Chen, Changjie Fan, Chongjie Zhang

* Committed to NeurIPS 2020 

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Research on a New Convolutional Neural Network Model Combined with Random Edges Adding


Mar 17, 2020
Xuanyu Shu, Jin Zhang, Sen Tian, Sheng chen, Lingyu Chen

* ICPCSEE 2020 

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A Fast deflation Method for Sparse Principal Component Analysis via Subspace Projections


Dec 06, 2019
Cong Xu, Min Yang, Jin Zhang

* 4 figures, 2 tables 

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Testing and verification of neural-network-based safety-critical control software: A systematic literature review


Oct 05, 2019
Jin Zhang, Jingyue Li

* This paper had been submitted to Journal of Information and Software Technology on April 20, 2019 

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On the Convergence of ADMM with Task Adaption and Beyond


Sep 24, 2019
Risheng Liu, Pan Mu, Jin Zhang


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Bilevel Integrative Optimization for Ill-posed Inverse Problems


Jul 06, 2019
Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang


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USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets


Apr 17, 2019
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga

* 44 pages, 6 figures, co-first authors: Leonardo Rundo and Changhee Han, submitted to Neurocomputing with the first submission: July 31, 2018 and revised version R1 submission (current version): April 15, 2019 

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CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study


Mar 29, 2019
Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello, Claudio Ferretti, Marco S. Nobile, Andrea Tangherloni, Maria Carla Gilardi, Salvatore Vitabile, Hideki Nakayama, Giancarlo Mauri

* 12 pages, 3 figures, Accepted to Neural Approaches to Dynamics of Signal Exchanges as a Springer book chapter 

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Fast Botnet Detection From Streaming Logs Using Online Lanczos Method


Dec 19, 2018
Zheng Chen, Xinli Yu, Chi Zhang, Jin Zhang, Cui Lin, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang, Erjia Yan


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Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding


Dec 05, 2018
Ying Shen, Qiang Zhang, Jin Zhang, Jiyue Huang, Yuming Lu, Kai Lei

* International Conference on Information Science and Applications ICISA 2018: Information Science and Applications 2018 pp 401-411 

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Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons


Jul 16, 2015
Dohyung Park, Joe Neeman, Jin Zhang, Sujay Sanghavi, Inderjit S. Dhillon


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