Pinned

1. VITA-Group/FreeTickets VITA-Group/FreeTickets Public

   [ICLR 2022] "Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity" by Shiwei Liu, Tianlong Chen, Zahra Atashgahi, Xiaohan Chen, Ghada Sokar, …

   Python 26 3

2. In-Time-Over-Parameterization In-Time-Over-Parameterization Public

   [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, Decebal Constantin Mocanu, Mykola Pechenizkiy

   Python 47 6

3. VITA-Group/GraNet VITA-Group/GraNet Public

   [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration

   Python 28 10

4. VITA-Group/Random_Pruning VITA-Group/Random_Pruning Public

   [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlong Chen, Xiaohan Chen, Li Shen, Decebal Constantin Mocanu, Z…

   Python 70 10

5. VITA-Group/SLaK VITA-Group/SLaK Public

   [ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

   HTML 255 21

6. VITA-Group/SMC-Bench VITA-Group/SMC-Bench Public

   [ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, AJAY KUMAR JAISWAL, Zhangyang Wang

   Python 25 2