Distributions for Compositionally Differentiating Parametric Discontinuities

Distributions for Compositionally Differentiating Parametric Discontinuities

Computations in physical simulation, computer graphics, and probabilistic inference often require the differentiation of discontinuous processes due to contact, occlusion, and changes at a point in time. Popular differentiable programming languages, such as PyTorch and JAX, ignore discontinuities du...

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Bibliographic Details
Main Authors: Michel, Jesse, Mu, Kevin, Yang, Xuanda, Bangaru, Sai Praveen, Collins, Elias Rojas, Bernstein, Gilbert, Ragan-Kelley, Jonathan, Carbin, Michael, Li, Tzu-Mao
Format: Article
Language:English
Published: Association for Computing Machinery 2024
Online Access:https://hdl.handle.net/1721.1/154393

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https://hdl.handle.net/1721.1/154393

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