yyyujintang / PredFormer
Official PyTorch Code for Paper: PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners
☆97Updated this week
Alternatives and similar repositories for PredFormer:
Users that are interested in PredFormer are comparing it to the libraries listed below
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆26Updated 9 months ago
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆29Updated 5 months ago
- Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotem…☆121Updated 11 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆70Updated 2 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆117Updated 5 months ago
- ☆138Updated 7 months ago
- ☆35Updated 4 months ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆92Updated 2 months ago
- ☆28Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 4 months ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆55Updated last year
- ICLR'2024 (Spotlight)☆17Updated 8 months ago
- An official code for "MIMO is all you need"☆21Updated last year
- ☆118Updated 2 months ago
- This is the official repo of MMVP: motion-matrix-based video prediction (ICCV 2023)☆37Updated last year
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆60Updated last month
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated 10 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆173Updated 2 months ago
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆16Updated 11 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆110Updated 3 weeks ago
- The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting…☆151Updated 3 weeks ago
- PyTorch implementation of AirFormer, AAAI-23☆127Updated 2 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆61Updated 5 months ago
- MM'2024☆13Updated 7 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆29Updated 11 months ago
- ☆18Updated 9 months ago
- Weather forecast at 24-hour horizon☆19Updated 4 months ago
- Initial public release of code for KARINA☆12Updated 5 months ago
- Code for "Is Mamba Effective for Time Series Forecasting?"☆253Updated last month