[ECCV 2024] Official PyTorch implementation of RoPE-ViT "Rotary Position Embedding for Vision Transformer"

Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

[ICML 2024 Spotlight] FiT: Flexible Vision Transformer for Diffusion Model

PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838

[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG)

High-Resolution Image Synthesis with Latent Diffusion Models

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Enjoy the magic of Diffusion models!

Initial public release of code for KARINA

LLM training in simple, raw C/CUDA

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-sim…

This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

Foundation model for weather & climate

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Towards Optimal Conversion from ANNs to SNNs with Dual-Phase Optimization, TNNLS, 2023

The code implementation of <<Training Deep Convolutional Spiking Neural Networks with Spike Probabilistic Global Pooling>>

Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

OpenReivew Submission Visualization (ICLR 2024/2025)

Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".

The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

A curated list for Efficient Large Language Models