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09/10/2023
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood
Training energy-based models (EBMs) with maximum likelihood estimation o...
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03/01/2023
Understanding the Diffusion Objective as a Weighted Integral of ELBOs
Diffusion models in the literature are optimized with various objectives...
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10/05/2022
Imagen Video: High Definition Video Generation with Diffusion Models
We present Imagen Video, a text-conditional video generation system base...
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04/04/2021
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis
How to effectively represent camera pose is an essential problem in 3D c...
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06/12/2020
Learning Energy-based Model with Flow-based Backbone by Neural Transport MCMC
Learning energy-based model (EBM) requires MCMC sampling of the learned ...
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10/12/2018
