Annotated Flow Matching paper

Educational implementation of the Discrete Flow Matching paper

Minimal implementation of flow matching with JAX

Weather forecasting with Deep Learning

Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.

Towards Robust Evaluation for Geospatial Foundation Models

Differentiable signal processing on the sphere for PyTorch

Diffusion models in PyTorch

Datasets for deep learning with satellite & aerial imagery

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Joint Embedding Predictive Architecture for Musical Stem Compatibility Estimation

Official repository for "Cross-sensor self-supervised training and alignment for remote sensing" paper

Schedule-Free Optimization in PyTorch

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

TorchCFM: a Conditional Flow Matching library

A summary of related works about flow matching, stochastic interpolants

This repo contains the official implementation of Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection (ICML'23).

A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!

Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

AI4EO GTC 2021/2. Private repository for group 1: determining wildfire distribution in visible remote sensing imagery.

Pytorch implementation of the CREPE pitch tracker

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

Reinforcement learning tutorials using the rlberry library.

Python course material - SDIA Python