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Contrastive Learning with Consistent Representations


Feb 03, 2023
Zihu Wang, Yu Wang, Hanbin Hu, Peng Li

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Restricted Orthogonal Gradient Projection for Continual Learning


Jan 28, 2023
Zeyuan Yang, Zonghan Yang, Peng Li, Yang Liu

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* 19 pages, 9 figures and 17 tables 

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When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning


Jan 25, 2023
Wenkai Yang, Yankai Lin, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun

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Prompt Gating: A Parameter Efficient Tuning Method for Zero-Shot Multi-Source Translation


Dec 19, 2022
Xuancheng Huang, Zijun Liu, Peng Li, Maosong Sun, Yang Liu

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Continually Learning from Existing Models: Knowledge Accumulation for Neural Machine Translation


Dec 18, 2022
Yuanchi Zhang, Peng Li, Maosong Sun, Yang Liu

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* 18 pages, 3 figures 

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Synaptic Dynamics Realize First-order Adaptive Learning and Weight Symmetry


Dec 01, 2022
Yukun Yang, Peng Li

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MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction


Nov 14, 2022
Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

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* Accepted at EMNLP 2022. Camera-ready version 

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iSmallNet: Densely Nested Network with Label Decoupling for Infrared Small Target Detection


Oct 29, 2022
Zhiheng Hu, Yongzhen Wang, Peng Li, Jie Qin, Haoran Xie, Mingqiang Wei

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GeoGCN: Geometric Dual-domain Graph Convolution Network for Point Cloud Denoising


Oct 28, 2022
Zhaowei Chen, Peng Li, Zeyong Wei, Honghua Chen, Haoran Xie, Mingqiang Wei, Fu Lee Wang

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ROSE: Robust Selective Fine-tuning for Pre-trained Language Models


Oct 18, 2022
Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang

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* Accepted to EMNLP 2022. Code is available at https://github.com/jiangllan/ROSE 

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