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A Stochastic Composite Augmented Lagrangian Method For Reinforcement Learning


May 20, 2021
Yongfeng Li, Mingming Zhao, Weijie Chen, Zaiwen Wen

* 29 pages, 6 figures 

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Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation


Feb 23, 2021
Weijie Chen, Luojun Lin, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang, Wenqi Ren


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Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection


Feb 01, 2021
Weijie Chen, Yilu Guo, Shicai Yang, Zhaoyang Li, Zhenxin Ma, Binbin Chen, Long Zhao, Di Xie, Shiliang Pu, Yueting Zhuang


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A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data


Dec 10, 2020
Xianfeng Li, Weijie Chen, Di Xie, Shicai Yang, Peng Yuan, Shiliang Pu, Yueting Zhuang

* accepted by AAAI2021 

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Unsupervised Image Classification for Deep Representation Learning


Jun 20, 2020
Weijie Chen, Shiliang Pu, Di Xie, Shicai Yang, Yilu Guo, Luojun Lin

* submitted to ECCV 2020 

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Neural Inheritance Relation Guided One-Shot Layer Assignment Search


Feb 28, 2020
Rang Meng, Weijie Chen, Di Xie, Yuan Zhang, Shiliang Pu

* AAAI2020 

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Fast and Robust Rank Aggregation against Model Misspecification


May 29, 2019
Yuangang Pan, Weijie Chen, Gang Niu, Ivor W. Tsang, Masashi Sugiyama


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All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification


Mar 13, 2019
Weijie Chen, Di Xie, Yuan Zhang, Shiliang Pu

* CVPR2019 

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A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks


Dec 17, 2018
Weijie Chen, Yuan Zhang, Di Xie, Shiliang Pu

* accepted by AAAI19 as oral 

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