zzwei1

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

BIThesis

📖 北京理工大学非官方 LaTeX 模板集合，包含本科、研究生毕业设计模板及更多。🎉 （更多文档请访问 wiki 和 release 中的手册）

LaTeX-template

LaTeX template for BIT thesis

BBDM

BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models

S3IM-Neural-Fields

[ICCV 2023] Pytorch implementation of "S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields".

VDT

[ICLR2024] The official implementation of paper "VDT: General-purpose Video Diffusion Transformers via Mask Modeling", by Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding.

Diffusion-Low-Light

Official pytorch implementation for "Low-light Image Enhancement with Wavelet-based Diffusion Models"

Corrformer

About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9

dyffusion

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

SwinLSTM

ai-models-panguweather

srvp

Official implementation of the paper Stochastic Latent Residual Video Prediction

ConvSSM

LGC-VD

DGDM

[ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model

CSformer

Pytorch implementation of "CSformer: Bridging Convolution and Transformer for Compressive Sensing"

public-downscaling-cgan

Clean, easier to use version of the downscaling cGAN

SDAUT

Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI

ResGrad

Unofficial implementation of ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech

myTLAE

Community Implementation of *Temporal Latent Auto-Encoder* as described in [Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting](https://arxiv.org/abs/2101.10460)

NPVP

[CVPRW'23] "A unified model for continuous conditional video prediction". Xi Ye, Guillaume-Alexandre Bilodeau.

GD-CAF

GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting

research

fmippn-oper

Finnish Meteorological Institute Probabilistic Precipitation Nowcasting system (FMI-PPN)

TESR

SolarSTEPS

iTrendRNN

deuce-nowcasting

Source code for the manuscript "DEUCE v1.0: A neural network for probabilistic precipitation nowcasting with aleatoric and epistemic uncertainties" by Harnist et al. (2024)

MieAI

MieAI: a neural network for calculating optical properties of internally mixed aerosols in atmospheric models

LINDA_Nowcasting