yyyujintang / PredFormerLinks
Official PyTorch Code for Paper: Video Prediction Transformers without Recurrence or Convolution
☆138Updated 6 months ago
Alternatives and similar repositories for PredFormer
Users that are interested in PredFormer are comparing it to the libraries listed below
Sorting:
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆36Updated last year
- Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotem…☆153Updated last year
- [MM 2024]☆25Updated 4 months ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆269Updated 2 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Updated 2 years ago
- ☆165Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆104Updated last month
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆136Updated 2 weeks ago
- High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation☆47Updated 7 months ago
- ☆46Updated last year
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆92Updated 10 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆186Updated 9 months ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆31Updated last year
- This is the official repo of MMVP: motion-matrix-based video prediction (ICCV 2023)☆41Updated 2 years ago
- ☆13Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆34Updated 11 months ago
- [ICLR 2024 Spotlight]☆22Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆29Updated 4 months ago
- ☆32Updated last year
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆24Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Updated last year
- ☆14Updated 3 years ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆15Updated 8 months ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆19Updated 4 months ago
- Pytorch implementation code of Rainformer☆26Updated 2 years ago
- PyTorch implementation of AirFormer, AAAI-23☆148Updated 2 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆77Updated last year
- ☆45Updated 2 months ago