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24 search results found

Torch Pruning ⭐ 2,035

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

Awesome Model Quantization ⭐ 1,449

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

Efficient Deep Learning ⭐ 902

Collection of recent methods on (deep) neural network compression and acceleration.

Efficient Dl Systems ⭐ 502

Efficient Deep Learning Systems course materials (HSE, YSDA)

Efficient Gnns ⭐ 490

Code and resources on scalable and efficient Graph Neural Networks

Greenmim ⭐ 129

[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.

Vts Drloc ⭐ 116

NeurIPS 2021, Official codes for "Efficient Training of Visual Transformers with Small Datasets".

Diff Pruning ⭐ 102

[NeurIPS 2023] Structural Pruning for Diffusion Models

Data_efficient_grammar ⭐ 72

[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

Awesome Efficient Aigc ⭐ 57

A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

Ffn Pytorch ⭐ 52

Frame Flexible Network (CVPR2023)

Awesome Pruning At Initialization ⭐ 49

[IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.

Smile Pruning ⭐ 30

A generic code base for neural network pruning, especially for pruning at initialization.

[ICLR'23] Trainability Preserving Neural Pruning (PyTorch)

Why The State Of Pruning So Confusing ⭐ 20

[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning

Awesome Ai Tutorials ⭐ 15

The best collection of AI tutorials to make you a boss of Data Science!

Stereo Matching ⭐ 15

Efficient Deep Learning for Stereo Matching Tensorflow 2.x

Crossget ⭐ 13

CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers.

[ICML 2023] Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction

Awesome Efficient Vit ⭐ 9

Recent Advances on Efficient Vision Transformers

Skeleton Based Action Recognition ⭐ 8

This repository provides implementation of a baseline method and our proposed methods for efficient Skeleton-based Human Action Recognition.

Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series

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Model Compression Efficient Deep Learning (7)

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Graph Neural Networks Efficient Deep Learning (3)

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