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1. VITA-Group/AGD VITA-Group/AGD Public

   [ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

   Python 104 19

2. GATECH-EIC/DepthShrinker GATECH-EIC/DepthShrinker Public

   [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghurama…

   35 1

3. GATECH-EIC/S3-Router GATECH-EIC/S3-Router Public

   [NeurIPS 2022] "Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing" by Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifa…

   Python 15 2

4. GATECH-EIC/CPT GATECH-EIC/CPT Public

   [ICLR 2021] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vikas Chandra, Yingyan Lin

   Python 30 6

5. GATECH-EIC/Auto-NBA GATECH-EIC/Auto-NBA Public

   [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yongan Zhang, Yang Zhang, David Cox, Yingyan Lin

   Python 15 3

6. GATECH-EIC/Robust-Scratch-Ticket GATECH-EIC/Robust-Scratch-Ticket Public

   [NeurIPS 2021] "Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks" by Yonggan Fu, Qixuan Yu, Yang Zhang, Shang Wu, Xu Ouyang, David C…

   Python 13