Popular GitHub Repositories for Score Sde

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

A collection of resources and papers on Diffusion Models

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

BERT score for text generation

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

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

"Deep Generative Modeling": Introductory Examples

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

High-fidelity performance metrics for generative models in PyTorch