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transevolve

transformer-in-vision

Recent Transformer-based CV and related works.

transformer-mm-explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

transformer_for_medical_image_analysis

A collection of papers about Transformer in the field of medical image analysis.

transformertrack

transgan

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

transmatching

transmorph_transformer_for_medical_image_registration

TransMorph: Transformer for Unsupervised Medical Image Registration

transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

ua-mt

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

uformer

An official repository for Paper "Uformer: A General U-Shaped Transformer for Image Restoration".

ummkd

[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation

unbalanced_gromov_wasserstein

Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

unleashing-transformers

Code for the ECCV 2022 paper "Unleashing Transformers"

unofficial-pix2seq

Unofficial implementation of Pix2SEQ

unsuper

Some unsupervised algorithms

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

vilt

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

vision_transformer

vistr

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

vit-v-net_for_3d_image_registration_pytorch

Vision Transformer for 3D medical image registration (Pytorch).

voxelmorph

Unsupervised Learning for Image Registration

voxelmorph-pytorch

An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method

vst

source code of “Visual Saliency Transformer” (ICCV2021)

wassdistance

Approximating Wasserstein distances with PyTorch

web-scraping-projects

Collection of web scraping scripts in R and Python

webpage-template

Simple project webpage template. Originally used in Colorful Image Colorization. ECCV, 2016.

xcit

Official code Cross-Covariance Image Transformer (XCiT)