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Federated Learning from Pre-Trained Models: A Contrastive Learning Approach


Sep 21, 2022
Yue Tan, Guodong Long, Jie Ma, Lu Liu, Tianyi Zhou, Jing Jiang


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The least-used key selection method for information retrieval in large-scale Cloud-based service repositories


Aug 16, 2022
Jiayan Gu, Ashiq Anjum, Yan Wu, Lu Liu, John Panneerselvam, Yao Lu, Bo Yuan


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Recognizing Vector Graphics without Rasterization


Nov 12, 2021
Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li

* Accepted by NeurIPS2021 

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Cloning one's voice using very limited data in the wild


Oct 08, 2021
Dongyang Dai, Yuanzhe Chen, Li Chen, Ming Tu, Lu Liu, Rui Xia, Qiao Tian, Yuping Wang, Yuxuan Wang


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Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision


Aug 30, 2021
Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li

* ArXiv Preprint 

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Towards robust and domain agnostic reinforcement learning competitions


Jun 07, 2021
William Hebgen Guss, Stephanie Milani, Nicholay Topin, Brandon Houghton, Sharada Mohanty, Andrew Melnik, Augustin Harter, Benoit Buschmaas, Bjarne Jaster, Christoph Berganski, Dennis Heitkamp, Marko Henning, Helge Ritter, Chengjie Wu, Xiaotian Hao, Yiming Lu, Hangyu Mao, Yihuan Mao, Chao Wang, Michal Opanowicz, Anssi Kanervisto, Yanick Schraner, Christian Scheller, Xiren Zhou, Lu Liu, Daichi Nishio, Toi Tsuneda, Karolis Ramanauskas, Gabija Juceviciute

* 20 pages, several figures, published PMLR 

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Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception


May 18, 2021
Ridong Han, Tao Peng, Jiayu Han, Lin Yue, Hai Cui, Lu Liu

* 11 pages 

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Human Object Interaction Detection using Two-Direction Spatial Enhancement and Exclusive Object Prior


May 07, 2021
Lu Liu, Robby T. Tan


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FedProto: Federated Prototype Learning over Heterogeneous Devices


May 01, 2021
Yue Tan, Guodong Long, Lu Liu, Tianyi Zhou, Jing Jiang


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