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2d_vae_uda_for_3d_sythesis

Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv.org/pdf/2207.00844.pdf

3dbraingen

Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 2019)

3dunetcnn

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

adapt-image-models

[ICLR'23] AIM: Adapting Image Models for Efficient Video Action Recognition

adapter-transformers

Huggingface Transformers + Adapters = ❤️

advmil

The implementation of Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

automl

Google Brain AutoML

awesome-ai-cheatsheets

AI与数据科学各类工具库速查表与参考代码

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

biggansarewatching

Authors official implementation of "Big GANs Are Watching You" pre-print

centime

Repository for CenTime: Event-Conditional Modelling of Censoring in Survival Analysis

controlnet

Let us control diffusion models!

coop

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

crossvit

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

cs2

CS2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention

d3dnet

Repository for "Deformable 3D Convolution for Video Super-Resolution", SPL, 2020

daf3d

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

deep-learning-tensorflow2

基于Tensorflow2的深度学习开源书籍

deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

dlaicourse

Notebooks for learning deep learning

eigengan-tensorflow

EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)

eocprognosis

etris

[ICCV-2023] The official code of Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation

fewshot-finetuning

This repository contains a framework for building novel adapters and few-shots learning strategies for fine-tuning foundational models in medical image segmentation of volumetric data.

fewshot_gan-unet3d

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

fundus2angio

[ISVC'20] [Tensorflow] Generating Fluroscein Angiography from Fundus Photography using Conditional GAN