research
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02/21/2023
Differentiable Rendering with Reparameterized Volume Sampling
In view synthesis, a neural radiance field approximates underlying densi...
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research
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10/28/2021
Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces
Structured latent variables allow incorporating meaningful prior knowled...
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11/22/2019
Low-variance Black-box Gradient Estimates for the Plackett-Luce Distribution
Learning models with discrete latent variables using stochastic gradient...
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10/26/2018
Quantifying Learning Guarantees for Convex but Inconsistent Surrogates
We study consistency properties of machine learning methods based on min...
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10/16/2018
