zzwei1's repositories
Transformer-in-Computer-Vision
A paper list of some recent Transformer-based CV works.
awesome_lists
Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)
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. (2023)
earth-forecasting-transformer
Official implementation of Earthformer
FFC
This is an official pytorch implementation of Fast Fourier Convolution.
ImageNetModel
Official ImageNet Model repository
ldcast
Latent diffusion for generative precipitation nowcasting
MotionRNN
About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/abs/2103.02243
MW-GAN
Official PyTorch implements for Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video (ECCV, 2020) and MW-GAN+ for Perceptual Quality Enhancement on Compressed Video (IEEE TCSVT).
public-downscaling-cgan
Clean, easier to use version of the downscaling cGAN
Rad-cGAN-including-PySteps-
Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains
radar_tools
信号处理工具箱
REMNet
Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation"
SimVPv2
The official implementation of the paper SimVP: Towards Simple yet Powerful Spatiotemporal Predictive learning.
TianChi_AIEarth
TianChi AIEarth Contest Solution
TimeSformer-rolled-attention
Visualizing the learned space-time attention using Attention Rollout
typhon
Tools for atmospheric research
video-diffusion-pytorch
Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch
VR-Baseline
Video Restoration Toolbox including FGST (ICML 2022), S2SVR (ICML 2022), etc.
WaveFill
[ICCV 2021] WaveFill: A Wavelet-based Generation Network for Image Inpainting