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Top 5 efficient-neural-networks open source projects

Hypercomplex Neural Networks with PyTorch

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python Jupyter Notebook pytorch convolutional-neural-networks phc hypercomplex lightweight-neural-network efficient-neural-networks phm quaternion-neural-networks hypercomplex-neural-networks hypercomplex-algebra hypercomlpex-parameterization parameterize-neural-network lightweight-convolution hypercomplex-convolution parameterize-hypercomplex-layer

Regularization-Pruning

[ICLR'21] PyTorch code for our paper "Neural Pruning via Growing Regularization"

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python regularization pruning model-compression filter-pruning efficient-neural-networks

Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"

✭ 51

python vit transformer-architecture efficient-neural-networks vision-transformer efficient-transformers

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

✭ 41

python pytorch classification imagenet resnet knowledge-distillation scale-invariance meta-learning mobilenetv2 efficient-neural-networks eccv2020

awesome-efficient-gnn

Code and resources on scalable and efficient Graph Neural Networks

✭ 498

python shell knowledge-distillation graph-convolutional-networks graph-neural-networks graph-representation-learning scalable-deep-learning gnn efficient-neural-networks contrastive-learning efficient-deep-learning

1-5 of 5 efficient-neural-networks projects