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ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation


Nov 28, 2022
Qiran Zou, Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji

* Accepted by AAAI 2023 

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Machine Learning for Smart and Energy-Efficient Buildings


Nov 27, 2022
Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan, Lucas Spangher, Alex Devonport, Yu Yang, Jan Drgona, Adrian Chong, Stefano Schiavon, Costas J. Spanos


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Learning to Annotate Part Segmentation with Gradient Matching


Nov 06, 2022
Yu Yang, Xiaotian Cheng, Hakan Bilen, Xiangyang Ji

* ICLR 2022 

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Distilling Representations from GAN Generator via Squeeze and Span


Nov 06, 2022
Yu Yang, Xiaotian Cheng, Chang Liu, Hakan Bilen, Xiangyang Ji

* 16 pages, NeurIPS 2022 

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Local Manifold Augmentation for Multiview Semantic Consistency


Nov 05, 2022
Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji


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Not All Poisons are Created Equal: Robust Training against Data Poisoning


Oct 18, 2022
Yu Yang, Tian Yu Liu, Baharan Mirzasoleiman

* Proceedings of the 39th International Conference on Machine Learning, PMLR 162:25154-25165, 2022 

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Neural Networks Base on Power Method and Inverse Power Method for Solving Linear Eigenvalue Problems


Sep 28, 2022
Qihong Yang, Yangtao Deng, Yu Yang, Qiaolin He, Shiquan Zhang


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Sequence-to-Set Generative Models


Sep 19, 2022
Longtao Tang, Ying Zhou, Yu Yang

* Accepted for NeurIPS 2022 

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Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization


Aug 18, 2022
Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang

* 37 pages, 7 figures, 2 tables 

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Online Learning for Non-monotone Submodular Maximization: From Full Information to Bandit Feedback


Aug 16, 2022
Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang

* 31 pages, 6 figures, 3 tables 

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