efficient-deep-learning · GitHub Topics

[CVPR 2023] DepGraph: Towards Any Structural Pruning

pruning model-compression network-pruning channel-pruning efficient-deep-learning cvpr2023

Python 2.9 k

8 天前

Efficient-ML / Awesome-Model-Quantization

#计算机科学#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 (pape...

深度学习 quantization Awesome Lists model-compression efficient-deep-learning model-quantization

2.02 k

9 天前

AIoT-MLSys-Lab / Efficient-LLMs-Survey

[TMLR 2024] Efficient Large Language Models: A Survey

generative-ai large-language-models machine-learning-systems efficient-deep-learning survey

1.11 k

14 天前

MingSun-Tse / Efficient-Deep-Learning

#计算机科学#Collection of recent methods on (deep) neural network compression and acceleration.

model-compression network-pruning knowledge-distillation 深度学习深度神经网络 efficient-deep-learning

937

3 个月前

mryab / efficient-dl-systems

#计算机科学#Efficient Deep Learning Systems course materials (HSE, YSDA)

深度学习 efficient-deep-learning PyTorch CUDA distributed-training 机器学习 ml-infrastructure mlops

Jupyter Notebook 777

3 天前

chaitjo / efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)

翻译 - Efficient Graph Neural Networks - 论文和项目的精选列表

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

Python 528

2 年前

VainF / Diff-Pruning

[NeurIPS 2023] Structural Pruning for Diffusion Models

diffusion-models network-pruning efficient-deep-learning model-compression PyTorch

Python 180

8 个月前

LayneH / GreenMIM

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

efficient-deep-learning masked-image-modeling PyTorch self-supervised-learning vision-transformer

Python 173

2 年前

LMD0311 / DAPT

[CVPR 2024] Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis

cvpr2024 efficient-deep-learning Point cloud

Python 172

5 个月前

Efficient-ML / Awesome-Efficient-AIGC

#大语言模型#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. Welcom...

aigc diffusion-models distillation efficient-deep-learning generative-model large-language-models 大语言模型 model-compression model-quantization pruning Awesome Lists

170

1 个月前