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Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion


Feb 04, 2023
Yi-An Lai, Elman Mansimov, Yuqing Xie, Yi Zhang

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* Camera-ready for EACL 2023 Findings 

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Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond


Jan 31, 2023
Wenchao Du, Hu Chen, Yi Zhang, H. Yang

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* Technical Report 

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Backward Compatibility During Data Updates by Weight Interpolation


Jan 25, 2023
Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang

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Dialog2API: Task-Oriented Dialogue with API Description and Example Programs


Dec 20, 2022
Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth

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Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems


Dec 15, 2022
Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour

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* Published at EMNLP 2022 (main conference) 

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Learning threshold neurons via the "edge of stability"


Dec 14, 2022
Kwangjun Ahn, Sébastien Bubeck, Sinho Chewi, Yin Tat Lee, Felipe Suarez, Yi Zhang

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* 35 pages, 12 figures 

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Robust Split Federated Learning for U-shaped Medical Image Networks


Dec 13, 2022
Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang

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* 11 pages, 5 figures 

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AutoPINN: When AutoML Meets Physics-Informed Neural Networks


Dec 08, 2022
Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Shuai Zhao, Yi Zhang, Huai Wang, Bin Yang

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HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation


Dec 05, 2022
Jun Xia, Yi Zhang, Zhihao Yue, Ming Hu, Xian Wei, Mingsong Chen

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DFEE: Interactive DataFlow Execution and Evaluation Kit


Dec 04, 2022
Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour

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* Accepted to AAAI-23: the Thirty-Seventh AAAI Conference on Artificial Intelligence 

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