10 results found Sort:

swz30
Restormer swz30
215
1.6k
other
18
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
pytorch cvpr2022 transformer high-resolution image-deraining image-deblurring low-level-vision image-restoration motion-deblurring defocus-deblurring efficient-transformers
Created 2021-10-19
44 commits to main branch, last one 2 months ago
SysCV
transfiner SysCV
59
523
apache-2.0
11
Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
cvpr cvpr2022 transformer high-quality instance-segmentation efficient-transformers
Created 2022-03-09
114 commits to main branch, last one about a year ago
lucidrains
FLASH-pytorch lucidrains
23
338
mit
9
Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"
transformers deep-learning attention-mechanism efficient-transformers artificial-intelligence
Created 2022-03-28
32 commits to main branch, last one 9 months ago
NVIDIA
transformer-ls NVIDIA
33
220
mit
16
Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
transformer long-sequence vision-transformer efficient-transformers
Created 2021-07-22
6 commits to master branch, last one 2 years ago
feixue94
imp-release feixue94
11
132
other
5
[CVPR 2023] IMP: iterative matching and pose estimation with transformer-based recurrent module
superglue fast-superglue pose-estimation adaptive-pooling efficient-transformers training-graph-matcher geometry-aware-matching
Created 2023-03-21
41 commits to dev branch, last one about a year ago
xmindflow
DAEFormer xmindflow
11
102
mit
3
[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
pytorch transformer segmentation deep-learning efficient-transformers medical-image-analysis unet-image-segmentation medical-image-segmentation
Created 2022-12-22
29 commits to main branch, last one 8 months ago
VITA-Group
SViTE VITA-Group
12
86
mit
15
[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
pruning token-slimming sparse-training dynamic-sparsity model-compression vision-transformers efficient-transformers
Created 2021-05-28
9 commits to main branch, last one 7 months ago
ziplab
EcoFormer ziplab
1
66
apache-2.0
5
[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"
pytorch neurips-2022 classification vision-transformer efficient-transformers
Created 2022-09-15
16 commits to main branch, last one about a year ago
szq0214
SReT szq0214
11
62
mit
6
Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"
vit vision-transformer efficient-transformers transformer-architecture efficient-neural-networks
Created 2021-11-09
14 commits to main branch, last one about a year ago
VITA-Group
UVC VITA-Group
3
44
mit
9
[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
admm compression vision-transformer efficient-transformers
Created 2021-12-11
15 commits to main branch, last one 7 months ago