dreamenwalker

-Pretreatment-Prediction-to-NAC-DLPM

Deep Learning Pathological Model for predicting pCR to NAC in breast cancer using WSIs

3dSMRnet

auto_lymph

Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning

CPTDN

deepo-docker-

Setup and customize deep learning environment in seconds.

KMAP-Net

Multi-focusNet

This code is used for the unpublished paper entitled “Multi-focus Network to Decode Imaging Phenotype for Overall Survival Prediction of Gastric Cancer Patients”.

MultiStainDeepLearning

Code from Foersch et al. (Under Construction / Development)

ProTSMshigen

TripleSurv

dreamenwalker/TripleSurv

dreamenwalker/MultiStainDeepLearning

Code from Foersch et al. (Under Construction / Development)

dreamenwalker/ProTSMshigen

dreamenwalker/autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

dreamenwalker/BasicSR_for3dsmr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

dreamenwalker/Awesome-diffusion-model-for-image-processing

one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

dreamenwalker/code11

dreamenwalker/consistency_models

Official repo for consistency models.

dreamenwalker/deep_cox_mixtures

Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021

dreamenwalker/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

dreamenwalker/DenoisingDiffusionProbabilityModel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

dreamenwalker/DisC-Diff

【MICCAI 2023, Early accept】DisC-Diff: Disentangled Conditional Diffusion Model for Multi-Contrast MRI Super-Resolution

dreamenwalker/HI-Diff_nips2024

PyTorch code for our NeurIPS 2023 paper "Hierarchical Integration Diffusion Model for Realistic Image Deblurring"

dreamenwalker/KAIR-MPI-

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

dreamenwalker/latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

dreamenwalker/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

dreamenwalker/MPI_SSIM_mix_loss

dreamenwalker/MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

dreamenwalker/nature-single-cell-IMC-Lung

发表在nature上关旭分享

dreamenwalker/paper-reading-

深度学习经典、新论文逐段精读

dreamenwalker/prov-gigapath_nature

Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data

dreamenwalker/pytorch-image-models-old

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

dreamenwalker/RDDM

CVPR 2024: Residual Denoising Diffusion Models

dreamenwalker/SODEN

这是tkd里面对比的方法SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks

dreamenwalker/stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

dreamenwalker/StableSR-MPI

Exploiting Diffusion Prior for Real-World Image Super-Resolution

dreamenwalker/Stripformer-ECCV-2022-

dreamenwalker/SynDiff-

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

dreamenwalker/U-KAN

[ArXiv' 24] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

dreamenwalker/v149

Proceedings of Machine Learning for Healthcare 2021