Projects in Awesome Lists tagged with efficient-transformers
A curated list of projects in awesome lists tagged with efficient-transformers .
https://github.com/swz30/restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
cvpr2022 defocus-deblurring efficient-transformers high-resolution image-deblurring image-deraining image-restoration low-level-vision motion-deblurring pytorch transformer
Last synced: 15 May 2025
https://github.com/swz30/Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
cvpr2022 defocus-deblurring efficient-transformers high-resolution image-deblurring image-deraining image-restoration low-level-vision motion-deblurring pytorch transformer
Last synced: 20 Mar 2025
https://github.com/SysCV/transfiner
Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
cvpr cvpr2022 efficient-transformers high-quality instance-segmentation transformer
Last synced: 08 May 2025
https://github.com/lucidrains/FLASH-pytorch
Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"
artificial-intelligence attention-mechanism deep-learning efficient-transformers transformers
Last synced: 09 May 2025
https://github.com/lucidrains/flash-pytorch
Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"
artificial-intelligence attention-mechanism deep-learning efficient-transformers transformers
Last synced: 04 Apr 2025
https://github.com/NVIDIA/transformer-ls
Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
efficient-transformers long-sequence transformer vision-transformer
Last synced: 09 May 2025
https://github.com/nvidia/transformer-ls
Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
efficient-transformers long-sequence transformer vision-transformer
Last synced: 10 Aug 2025
https://github.com/vita-group/svite
[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
dynamic-sparsity efficient-transformers model-compression pruning sparse-training token-slimming vision-transformers
Last synced: 19 Apr 2025
https://github.com/ziplab/EcoFormer
[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"
classification efficient-transformers neurips-2022 pytorch vision-transformer
Last synced: 27 Apr 2025
https://github.com/szq0214/SReT
Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"
efficient-neural-networks efficient-transformers transformer-architecture vision-transformer vit
Last synced: 20 Mar 2025
https://github.com/vita-group/uvc
[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 efficient-transformers vision-transformer
Last synced: 19 Apr 2025