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05/25/2023
Trans-Dimensional Generative Modeling via Jump Diffusion Models
We propose a new class of generative models that naturally handle data o...
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03/28/2023
Visual Chain-of-Thought Diffusion Models
Recent progress with conditional image diffusion models has been stunnin...
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10/20/2022
Graphically Structured Diffusion Models
We introduce a framework for automatically defining and learning deep ge...
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05/23/2022
Flexible Diffusion Modeling of Long Videos
We present a framework for video modeling based on denoising diffusion p...
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02/24/2021
Image Completion via Inference in Deep Generative Models
We consider image completion from the perspective of amortized inference...
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10/03/2020
Assisting the Adversary to Improve GAN Training
We propose a method for improved training of generative adversarial netw...
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03/30/2020
Planning as Inference in Epidemiological Models
In this work we demonstrate how existing software tools can be used to a...
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10/25/2019
Attention for Inference Compilation
We present a new approach to automatic amortized inference in universal ...
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06/13/2019