Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Seam	408	2 years ago			8	mit	Python
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)
Point Transformer Pytorch	402	2 years ago	8	February 12, 2022	10	mit	Python
Implementation of the Point Transformer layer, in Pytorch
Sparse Structured Attention	190	4 years ago			3	bsd-3-clause	Python
Sparse and structured neural attention mechanisms
Guided Attention Inference Network	187	6 years ago				mit	Python
Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.
Multi Scale Attention	166	4 years ago					Python
Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"
Matnet	137	2 years ago			5		Python
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)
Segformer Pytorch	111	3 years ago	6	August 24, 2021	4	mit	Python
Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
Awesome Transformer In Medical Imaging	103	5 months ago				gpl-3.0
[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Ca Net	51	3 years ago			2		Python
Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
Daf3d	45	3 years ago					Python
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

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Seam ⭐ 408

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

most recent commit 2 years ago

Point Transformer Pytorch ⭐ 402

Implementation of the Point Transformer layer, in Pytorch

total releases 8most recent commit 2 years ago

Sparse Structured Attention ⭐ 190

Sparse and structured neural attention mechanisms

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Guided Attention Inference Network ⭐ 187

Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.

most recent commit 6 years ago

Multi Scale Attention ⭐ 166

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

most recent commit 4 years ago

Matnet ⭐ 137

Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)

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Segformer Pytorch ⭐ 111

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

total releases 6most recent commit 3 years ago

Awesome Transformer In Medical Imaging ⭐ 103

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

most recent commit 5 months ago

Ca Net ⭐ 51

Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.

most recent commit 3 years ago

Daf3d ⭐ 45

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

most recent commit 3 years ago

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