dynamic-sparse-training

There are 0 repository under dynamic-sparse-training topic.

Shiweiliuiiiiiii / In-Time-Over-Parameterization
[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
sparsity in-time-overparameterization sparse-training dynamic-sparse-training deep-learning generalization in-time-over-parameterization over-parameterization overparameterization
Language:Python 47
VITA-Group / Sparsity-Win-Robust-Generalization
[ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun Wang*, Santosh Balachandra*, Haoyu Ma*, Zehao Wang, Zhangyang Wang
sparsity robust-generalization robust-overfitting pruning dynamic-sparse-training generalization lottery-ticket-hypothesis
Language:Python 36
VITA-Group / SMC-Bench
[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
benchmark deep-learning dynamic-sparse-training pruning sparse-neural-networks sparsity
Language:Python 25
Shiweiliuiiiiiii / Selfish-RNN
[ICML 2021] "Selfish Sparse RNN Training" by Shiwei Liu, Decebal Constantin Mocanu, Yulong Pei, Mykola Pechenizkiy
sparse-training recurrent-neural-networks dynamic-sparse-training onlstm awd-lstm awd-mos-lstm sparse-rnn-training
Language:Python 11
zahraatashgahi / NeuroFS
[TMLR] Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks
deep-learning dynamic-sparse-training efficiency feature-selection high-dimensional-data keras neural-networks python sparse-neural-networks sparse-training
Language:Python 6

dynamic-sparse-training

Shiweiliuiiiiiii / In-Time-Over-Parameterization

VITA-Group / Sparsity-Win-Robust-Generalization

VITA-Group / SMC-Bench

Shiweiliuiiiiiii / Selfish-RNN

zahraatashgahi / NeuroFS