Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/MingSun-Tse/Efficient-Deep-Learning
Collection of recent methods on (deep) neural network compression and acceleration.
deep-learning deep-neural-networks efficient-deep-learning knowledge-distillation model-compression network-pruning
Last synced: 02 Jul 2024
https://github.com/LMD0311/DAPT
[CVPR 2024] Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
3d-point-clouds cvpr2024 efficient-deep-learning point-cloud
Last synced: 02 Jul 2024
https://github.com/VainF/Torch-Pruning
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
channel-pruning cvpr2023 depgraph efficient-deep-learning model-compression network-pruning pruning structural-pruning
Last synced: 01 Jul 2024
https://github.com/chaitjo/efficient-gnns
Code and resources on scalable and efficient Graph Neural Networks
contrastive-learning efficient-deep-learning efficient-neural-networks gnn graph-convolutional-networks graph-neural-networks graph-representation-learning knowledge-distillation scalable-deep-learning
Last synced: 28 Jun 2024
https://github.com/mryab/efficient-dl-systems
Efficient Deep Learning Systems course materials (HSE, YSDA)
cuda deep-learning distributed-training efficient-deep-learning machine-learning ml-infrastructure mlops pytorch
Last synced: 08 Jun 2024
https://github.com/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
Last synced: 12 May 2024
https://github.com/htqin/awesome-efficient-aigc
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.
aigc diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization pruning
Last synced: 03 Apr 2024
https://github.com/htqin/awesome-model-quantization
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.
awesome binarization binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization quantization
Last synced: 31 Mar 2024