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[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Python 1,946 335 Updated Nov 17, 2024

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Python 3,101 653 Updated Oct 2, 2024

Multi speaker audio transcription

Python 37 2 Updated Nov 25, 2022

BCDU-Net : Medical Image Segmentation

Python 735 271 Updated Jan 30, 2023

Fast and memory-efficient exact attention

Python 16,465 1,555 Updated Mar 22, 2025

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Jupyter Notebook 1,195 360 Updated Sep 19, 2021

A classified list of meta learning papers based on realm.

358 43 Updated Sep 29, 2022

Faking_it team! BraTS submissions.

Python 20 3 Updated Oct 28, 2024

Official Implementation of DINO-Foresight: Looking into the Future with DINO

Python 48 1 Updated Feb 25, 2025

A PyTorch Library for Meta-learning Research

Python 2,735 355 Updated Jun 7, 2024

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

1,521 298 Updated Nov 24, 2020

Motion U-Net is multi-cue autoencoder deep architecture for robust moving object detection

Python 14 3 Updated Jul 19, 2023
Python 156 18 Updated Nov 27, 2021

CMF library helps to collect and store information associated with ML pipelines. It tracks the lineages for artifacts and executions of distributed AI pipelines. It provides API's to record and que…

Python 35 15 Updated Mar 20, 2025

Official elastix repository

C++ 512 122 Updated Mar 21, 2025

AMD ROCm™ Software - GitHub Home

Shell 5,113 415 Updated Mar 21, 2025

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Python 1 Updated Mar 13, 2025

This is the implementation of k-space cold diffusion model for accelerated MRI reconstruction.

Python 10 5 Updated Oct 12, 2024

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Python 1,648 125 Updated Feb 6, 2024

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

Python 488 58 Updated Mar 2, 2023

A technical report on convolution arithmetic in the context of deep learning

TeX 14,262 2,290 Updated Jun 8, 2023

SwinIR: Image Restoration Using Swin Transformer (official repository)

Python 4,733 568 Updated May 14, 2024

the implement of Face Anti-Spoofing Using Patch and Depth-Based CNNs

Python 33 13 Updated Nov 4, 2021

3D-Unet: patched based Pytorch implementation for medical images segmentation

Python 63 12 Updated Sep 22, 2021
Python 6,465 1,898 Updated Feb 25, 2025

BraTS 2024 Inpainting Challenge (Local Synthesis) Repository for Participants. Includes baseline model and infill mask generation script.

Jupyter Notebook 7 Updated Sep 16, 2024

3D U-Net model for volumetric semantic segmentation written in pytorch

Jupyter Notebook 2,143 524 Updated Feb 27, 2025

MONAI Tutorials

Jupyter Notebook 2,023 719 Updated Mar 19, 2025

A framework for joint super-resolution and image synthesis, without requiring real training data

Python 157 25 Updated Mar 29, 2024
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