35 results found Sort:

341
2.9k
mit
35
[CVPR 2023] DepGraph: Towards Any Structural Pruning
Created 2019-12-15
1,460 commits to master branch, last one about a month ago
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...
Created 2018-10-18
299 commits to master branch, last one 3 months ago
[TMLR 2024] Efficient Large Language Models: A Survey
Created 2023-04-18
655 commits to main branch, last one 14 days ago
Collection of recent methods on (deep) neural network compression and acceleration.
Created 2018-09-16
218 commits to master branch, last one 2 months ago
Efficient Deep Learning Systems course materials (HSE, YSDA)
Created 2021-12-06
160 commits to main branch, last one 10 days ago
64
527
unknown
19
Code and resources on scalable and efficient Graph Neural Networks
Created 2021-07-28
28 commits to main branch, last one 2 years ago
13
176
apache-2.0
7
[NeurIPS 2023] Structural Pruning for Diffusion Models
Created 2023-05-18
124 commits to main branch, last one 7 months ago
6
173
other
3
[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.
Created 2022-05-26
10 commits to main branch, last one 2 years ago
6
171
apache-2.0
1
[CVPR 2024] Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
Created 2024-03-02
13 commits to main branch, last one 4 months ago
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...
Created 2023-05-22
50 commits to main branch, last one 8 days ago
Official implementation of "EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS"
Created 2023-12-05
7 commits to main branch, last one 6 months ago
[NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".
Created 2021-10-25
18 commits to master branch, last one about a month ago
📚 Collection of awesome generation acceleration resources.
Created 2024-07-14
224 commits to main branch, last one a day ago
12
131
apache-2.0
6
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning
Created 2024-10-11
18 commits to main branch, last one about a month ago
a curated list of high-quality papers on resource-efficient LLMs 🌱
Created 2023-12-28
71 commits to main branch, last one 17 days ago
[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation
Created 2022-01-22
28 commits to main branch, last one 2 years ago
The best collection of AI tutorials to make you a boss of Data Science!
Created 2023-07-06
72 commits to main branch, last one about a month ago
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
Created 2021-03-12
22 commits to main branch, last one 6 months ago
Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)
Created 2021-10-20
4 commits to main branch, last one 6 months ago
[IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.
Created 2022-02-05
23 commits to master branch, last one about a year ago
Denoising Diffusion Step-aware Models (ICLR2024)
Created 2023-11-29
16 commits to main branch, last one about a year ago
Frame Flexible Network (CVPR2023)
Created 2023-03-22
8 commits to main branch, last one about a year ago
[ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Diffenderfer, Jiancheng Liu, Konstantinos Parasyris, Yihua Zhang,...
Created 2023-11-01
13 commits to main branch, last one 4 months ago
Recent Advances on Efficient Vision Transformers
Created 2022-09-30
8 commits to master branch, last one 2 years ago
Official Implementation of MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation (ECCV2024) (Oral)
Created 2024-08-22
30 commits to main branch, last one 3 months ago
LauzHack Deep Learning Bootcamp
Created 2024-06-05
59 commits to winter25 branch, last one a day ago
[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning
Created 2022-12-11
20 commits to master branch, last one 2 years ago
1
34
mit
2
[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
Created 2024-01-24
6 commits to master branch, last one 8 months ago
2
32
unknown
2
[ICLR'23] Trainability Preserving Neural Pruning (PyTorch)
Created 2022-07-04
23 commits to master branch, last one about a year ago
A generic code base for neural network pruning, especially for pruning at initialization.
Created 2022-02-06
454 commits to master branch, last one 2 years ago