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Recent Transformer-based CV and related works.
[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.
A collection of papers about Transformer in the field of medical image analysis.
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
TransMorph: Transformer for Unsupervised Medical Image Registration
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.
An official repository for Paper "Uformer: A General U-Shaped Transformer for Image Restoration".
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Code for the ECCV 2022 paper "Unleashing Transformers"
Unofficial implementation of Pix2SEQ
Some unsupervised algorithms
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
Vision Transformer for 3D medical image registration (Pytorch).
Unsupervised Learning for Image Registration
An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method
source code of “Visual Saliency Transformer” (ICCV2021)
Approximating Wasserstein distances with PyTorch
Collection of web scraping scripts in R and Python
Simple project webpage template. Originally used in Colorful Image Colorization. ECCV, 2016.
Official code Cross-Covariance Image Transformer (XCiT)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.