efficient-neural-networks
There are 26 repositories under efficient-neural-networks topic.
snap-research/EfficientFormer
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
csarron/awesome-emdl
Embedded and mobile deep learning research resources
chaitjo/efficient-gnns
Code and resources on scalable and efficient Graph Neural Networks
Zhen-Dong/HAWQ
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
amirgholami/ZeroQ
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
kssteven418/I-BERT
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
cure-lab/DeciWatch
[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"
zeiss-microscopy/BSConv
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
snap-research/F8Net
[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
kssteven418/LTP
[KDD'22] Learned Token Pruning for Transformers
MingSun-Tse/Regularization-Pruning
[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)
szq0214/SReT
Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"
showlab/sparseformer
(ICLR 2024, CVPR 2024) SparseFormer
eleGAN23/HyperNets
Hypercomplex Neural Networks with PyTorch
d-li14/SAN
[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
kssteven418/Q-ASR
[ICASSP'22] Integer-only Zero-shot Quantization for Efficient Speech Recognition
skelemoa/psumnet
Official pytorch implementation for PSUMNet for efficient skeleton action recognition
Efficient-Scalable-Machine-Learning/EvNN
Event-based neural networks
d-becking/efficientCNNs
Finding Storage- and Compute-Efficient Convolutional Neural Networks
d-becking/neurips-2019-micronet-challenge
NeurIPS 2019 MicroNet Challenge
anilkagak2/DiSK_Distilling_Scaffolded_Knowledge
DiSK: Distilling Scaffolded Knowledge from Teacher to Student.
ParitoshParmar/HalluciNet--PyTorch
Approximating a 3DCNN with a 2DCNN
pliang279/sparse_discrete
[ICLR 2021] Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies
Snigdho8869/DeepDream-StyleTransfer
Explore image transformations with DeepDream Algorithm and Neural Style Transfer in creative image processing.
MatthiasKi/structurednets
Library for Structured Matrices (approximation methods and structured layers for neural networks)
alexeybelkov/MedQ
Implementation of MedQ: Lossless ultra-low-bit neural network quantization for medical image segmentation