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ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradients Accumulation

Nov 23, 2020
Xiaoxing Wang, Xiangxiang Chu, Yuda Fan, Zhexi Zhang, Xiaolin Wei, Junchi Yan, Xiaokang Yang

* Observe new collapse in memory efficient NAS and address it using ROME 

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Dense Label Encoding for Boundary Discontinuity Free Rotation Detection

Nov 19, 2020
Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan

* 12 pages, 6 figures, 8 tables 

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Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning

Nov 13, 2020
Xuehui Wang, Qing Wang, Yuzhi Zhao, Junchi Yan, Lei Fan, Long Chen

* Accepted by ACCV 2020 

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DARTS-: Robustly Stepping out of Performance Collapse Without Indicators

Sep 02, 2020
Xiangxiang Chu, Xiaoxing Wang, Bo Zhang, Shun Lu, Xiaolin Wei, Junchi Yan

* A very robust, efficient and indicator-free approach to address the collapse of differentiable architecture search. Point out some issues of indicator based methods 

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Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos

Jul 13, 2020
Lifang Wu, Zhou Yang, Qi Wang, Meng Jian, Boxuan Zhao, Junchi Yan, Chang Wen Chen


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Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds

Jun 05, 2020
Zhongpai Gao, Guangtao Zhai, Junchi Yan, Xiaokang Yang


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PAI-Conv: Permutable Anisotropic Convolutional Networks for Learning on Point Clouds

May 27, 2020
Zhongpai Gao, Guangtao Zhai, Junchi Yan, Xiaokang Yang


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SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss Smoothing

Apr 28, 2020
Xue Yang, Junchi Yan, Xiaokang Yang, Jin Tang, Wenlong Liao, Tao He

* 15 pages, 12 figures, 10 tables 

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F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning

Apr 17, 2020
Wenhao Li, Bo Jin, Xiangfeng Wang, Junchi Yan, Hongyuan Zha

* arXiv admin note: text overlap with arXiv:1810.02912, arXiv:1803.11485 by other authors 

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GFTE: Graph-based Financial Table Extraction

Mar 17, 2020
Yiren Li, Zheng Huang, Junchi Yan, Yi Zhou, Fan Ye, Xianhui Liu


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Arbitrary-Oriented Object Detection with Circular Smooth Label

Mar 12, 2020
Xue Yang, Junchi Yan

* 18 pages, 7 figures, 6 tables 

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Hyper-Meta Reinforcement Learning with Sparse Reward

Feb 11, 2020
Yun Hua, Xiangfeng Wang, Bo Jin, Wenhao Li, Junchi Yan, Xiaofeng He, Hongyuan Zha


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Learning Structured Communication for Multi-agent Reinforcement Learning

Feb 11, 2020
Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha


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Learning Modulated Loss for Rotated Object Detection

Dec 20, 2019
Wen Qian, Xue Yang, Silong Peng, Yue Guo, Junchi Yan

* 11 pages, 8 figures 

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Bridging Disentanglement with Independence and Conditional Independence via Mutual Information for Representation Learning

Nov 26, 2019
Xiaojiang Yang, Wendong Bi, Yu Cheng, Junchi Yan


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Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching

Nov 26, 2019
Runzhong Wang, Junchi Yan, Xiaokang Yang


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Decoding Spiking Mechanism with Dynamic Learning on Neuron Population

Nov 21, 2019
Zhijie Chen, Junchi Yan, Longyuan Li, Xiaokang Yang


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Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning

Nov 20, 2019
Junjie Wang, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenjie Zhang, Hongyuan Zha


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Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling

Oct 28, 2019
Qitian Wu, Zixuan Zhang, Xiaofeng Gao, Junchi Yan, Guihai Chen


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R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

Aug 16, 2019
Xue Yang, Qingqing Liu, Junchi Yan, Ang Li

* 10 pages, 9 figures, 6 tables 

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Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering

Jun 05, 2019
Weichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha

* 8 pages, 3 figures, 4 tables 

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Deep Spectral Clustering using Dual Autoencoder Network

Apr 30, 2019
Xu Yang, Cheng Deng, Feng Zheng, Junchi Yan, Wei Liu


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Learning Combinatorial Embedding Networks for Deep Graph Matching

Apr 01, 2019
Runzhong Wang, Junchi Yan, Xiaokang Yang


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Collaborative Filtering with Stability

Nov 06, 2018
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu


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Joint Active Learning with Feature Selection via CUR Matrix Decomposition

Sep 09, 2018
Changsheng Li, Xiangfeng Wang, Weishan Dong, Junchi Yan, Qingshan Liu, Hongyuan Zha

* Accepted by T-PAMI 

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Deep Extreme Multi-label Learning

Jun 08, 2018
Wenjie Zhang, Junchi Yan, Xiangfeng Wang, Hongyuan Zha


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Decoupled Learning for Factorial Marked Temporal Point Processes

Jan 21, 2018
Weichang Wu, Junchi Yan, Xiaokang Yang, Hongyuan Zha

* 9 pages, 8 figures, submitted to TNNLS, 21 Jan, 2018 

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tau-FPL: Tolerance-Constrained Learning in Linear Time

Jan 15, 2018
Ao Zhang, Nan Li, Jian Pu, Jun Wang, Junchi Yan, Hongyuan Zha

* 32 pages, 3 figures. This is an extended version of our paper published in AAAI-18 

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