wdayang

mamba

Mamba SSM architecture

open-llms

📋 A list of open LLMs available for commercial use.

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

guided-diffusion

consistency_models

Official repo for consistency models.

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Vim

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

VMamba

VMamba: Visual State Space Models，code is based on mamba

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

DDNM

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

SyncDreamer

[ICLR 2024 Spotlight] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

minDiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.

Awesome-diffusion-model-for-image-processing

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

TIGRE

TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox

Diffusion-Models-in-Vision-A-Survey

This repository categorizes the papers about diffusion models applied in computer vision according to their target task. The classifcation is based on our survey: https://arxiv.org/abs/2209.04747v1

only_train_once

OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

Swin-UMamba

Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining

DiffusionMBIR

Official PyTorch implementation of the CVPR 2023 paper "Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models (https://arxiv.org/abs/2211.10655)"

score-MRI

Awesome-Polyp-Segmentation

DUCK-Net

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

DDS

Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems" (https://arxiv.org/abs/2303.05754).

LD-CT-simulation

low dose CT simulator to yield low dose CT images from high-dose one

GMSD

Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction

cpfgmpp_PCCT_denoising

simple-imagenet-test

A simple test code on Imagenet

QuadraticNeurons

Superiority of Quadratic Over Conventional Neural Networks for Classification of Gaussian Mixture Data