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Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data


Jan 22, 2023
Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang

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* 10 pages, 4 figures, 8 tables 

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Optimal Individualized Decision-Making with Proxies


Dec 21, 2022
Tao Shen, Yifan Cui

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Fine-Grained Distillation for Long Document Retrieval


Dec 20, 2022
Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Guodong Long, Can Xu, Daxin Jiang

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* 13 pages, 5 figures, 5 tables 

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Adam: Dense Retrieval Distillation with Adaptive Dark Examples


Dec 20, 2022
Chang Liu, Chongyang Tao, Xiubo Geng, Tao Shen, Dongyan Zhao, Can Xu, Binxing Jiao, Daxin Jiang

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* 9 pages, 2 figures 

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CCPrompt: Counterfactual Contrastive Prompt-Tuning for Many-Class Classification


Nov 11, 2022
Yang Li, Canran Xu, Tao Shen, Jing Jiang, Guodong Long

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DeepNoise: Disentanglement of Experimental Noise from Real Biological Signals based on Fluorescent Microscopy Image Classification via Deep Learning


Sep 13, 2022
Sen Yang, Tao Shen, Yuqi Fang, Xiyue Wang, Jun Zhang, Wei Yang, Junzhou Huang, Xiao Han

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MetaNetwork: A Task-agnostic Network Parameters Generation Framework for Improving Device Model Generalization


Sep 12, 2022
Zheqi Lv, Feng Wang, Kun Kuang, Yongwei Wang, Zhengyu Chen, Tao Shen, Hongxia Yang, Fei Wu

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LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval


Aug 31, 2022
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang

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* Work in progress 

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LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval


Aug 29, 2022
Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang

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* 14 pages, 6 tables, 4 figures 

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E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction


Jul 04, 2022
Tao Shen, Zhihang Hu, Zhangzhi Peng, Jiayang Chen, Peng Xiong, Liang Hong, Liangzhen Zheng, Yixuan Wang, Irwin King, Sheng Wang, Siqi Sun, Yu Li

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