Pinned Repositories
LinCascadeBandit
BSQ
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)
DeepHoyer
DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures
Duke-Tsinghua-MLSS-2017
Duke-Tsinghua Machine Learning Summer School 2017
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
pytorch-classification
Classification with PyTorch.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
SVD_Prune_EDLCV
Code for EDLCV 2020 paper "Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification"
vision
Datasets, Transforms and Models specific to Computer Vision
yanghr's Repositories
yanghr/BSQ
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)
yanghr/DeepHoyer
DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures
yanghr/SVD_Prune_EDLCV
Code for EDLCV 2020 paper "Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification"
yanghr/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
yanghr/Duke-Tsinghua-MLSS-2017
Duke-Tsinghua Machine Learning Summer School 2017
yanghr/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
yanghr/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
yanghr/pytorch-classification
Classification with PyTorch.
yanghr/vision
Datasets, Transforms and Models specific to Computer Vision