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DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models


Nov 02, 2022
Cheng Lu, Yuhao Zhou, Fan Bao, Jianfei Chen, Chongxuan Li, Jun Zhu

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GACT: Activation Compressed Training for General Architectures


Jun 28, 2022
Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael Mahoney, Alvin Cheung

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Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching


Jun 27, 2022
Cheng Lu, Kaiwen Zheng, Fan Bao, Jianfei Chen, Chongxuan Li, Jun Zhu

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* Accepted in ICML 2022 

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Fast Lossless Neural Compression with Integer-Only Discrete Flows


Jun 17, 2022
Siyu Wang, Jianfei Chen, Chongxuan Li, Jun Zhu, Bo Zhang

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* Accepted as a conference paper at International Conference on Machine Learning (ICML) 2022 

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DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps


Jun 02, 2022
Cheng Lu, Yuhao Zhou, Fan Bao, Jianfei Chen, Chongxuan Li, Jun Zhu

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Deep Ensemble as a Gaussian Process Approximate Posterior


Apr 30, 2022
Zhijie Deng, Feng Zhou, Jianfei Chen, Guoqiang Wu, Jun Zhu

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Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models


Mar 15, 2022
Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun

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* 49 pages 

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