GitHub topics: efficient-neural-networks
L-A-Sandhu/edrvfl
Ensemble Deep Random Vector Functional Link with Skip Connections (edRVFL-SC) No GPU required • 100× faster training
Language: Python - Size: 2.11 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

csarron/awesome-emdl
Embedded and mobile deep learning research resources
Size: 88.9 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 753 - Forks: 169

kssteven418/LTP
[KDD'22] Learned Token Pruning for Transformers
Language: Python - Size: 40.1 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 98 - Forks: 18

snap-research/EfficientFormer
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
Language: Python - Size: 2.27 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 1,047 - Forks: 92

snap-research/F8Net
[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
Language: Python - Size: 1.09 MB - Last synced at: 25 days ago - Pushed at: about 3 years ago - Stars: 95 - Forks: 14

kssteven418/I-BERT
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
Language: Python - Size: 6.38 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 246 - Forks: 36

chaitjo/efficient-gnns
Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)
Language: Python - Size: 2.32 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 533 - Forks: 64

showlab/sparseformer
(ICLR 2024, CVPR 2024) SparseFormer
Language: Python - Size: 261 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 74 - Forks: 2

zeiss-microscopy/BSConv
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
Language: Python - Size: 1.73 MB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 138 - Forks: 23

Snigdho8869/DeepDream-StyleTransfer
Explore image transformations with DeepDream Algorithm and Neural Style Transfer in creative image processing.
Language: Jupyter Notebook - Size: 17 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 1

cure-lab/DeciWatch
[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"
Language: Python - Size: 28.2 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 177 - Forks: 16

szq0214/SReT
Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"
Language: Python - Size: 557 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 64 - Forks: 11

kssteven418/Q-ASR
[ICASSP'22] Integer-only Zero-shot Quantization for Efficient Speech Recognition
Language: Jupyter Notebook - Size: 41.9 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 31 - Forks: 2

d-li14/SAN
[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
Language: Python - Size: 432 KB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 43 - Forks: 5

d-becking/efficientCNNs
Finding Storage- and Compute-Efficient Convolutional Neural Networks
Language: Python - Size: 286 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 3

Efficient-Scalable-Machine-Learning/EvNN
Event-based neural networks
Language: Python - Size: 6.52 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 4

d-becking/neurips-2019-micronet-challenge
NeurIPS 2019 MicroNet Challenge
Language: Python - Size: 66 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

Zhen-Dong/HAWQ
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
Language: Python - Size: 691 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 361 - Forks: 80

amirgholami/ZeroQ
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
Language: Python - Size: 5.47 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 258 - Forks: 52

ParitoshParmar/HalluciNet--PyTorch
Approximating a 3DCNN with a 2DCNN
Language: Python - Size: 126 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

MatthiasKi/structurednets
Library for Structured Matrices (approximation methods and structured layers for neural networks)
Language: Python - Size: 439 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

MingSun-Tse/Regularization-Pruning
[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)
Language: Python - Size: 2.17 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 69 - Forks: 17

anilkagak2/DiSK_Distilling_Scaffolded_Knowledge
DiSK: Distilling Scaffolded Knowledge from Teacher to Student.
Language: Python - Size: 6.12 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

skelemoa/psumnet
Official pytorch implementation for PSUMNet for efficient skeleton action recognition
Language: Python - Size: 38.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 4

eleGAN23/HyperNets
Hypercomplex Neural Networks with PyTorch
Language: Python - Size: 563 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 7

pliang279/sparse_discrete
[ICLR 2021] Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies
Language: Python - Size: 5.83 MB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1
