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Search results for pytorch stochastic differential equations

stochastic-differential-equations x

5 search results found

Torchsde ⭐ 1,357

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Score_sde_pytorch ⭐ 679

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

Image Restoration Sde ⭐ 299

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

Bayesde ⭐ 101

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

Sde_sampler ⭐ 5

Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (SBM@NeurIPS2022)

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