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07/04/2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
We present SDXL, a latent diffusion model for text-to-image synthesis. C...
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04/18/2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
Latent Diffusion Models (LDMs) enable high-quality image synthesis while...
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11/25/2022
Latent Space Diffusion Models of Cryo-EM Structures
Cryo-electron microscopy (cryo-EM) is unique among tools in structural b...
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10/18/2022
Differentially Private Diffusion Models
While modern machine learning models rely on increasingly large training...
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10/11/2022
GENIE: Higher-Order Denoising Diffusion Solvers
Denoising diffusion models (DDMs) have emerged as a powerful class of ge...
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12/14/2021
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion
Score-based generative models (SGMs) have demonstrated remarkable synthe...
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10/25/2021
Demystifying and Generalizing BinaryConnect
BinaryConnect (BC) and its many variations have become the de facto stan...
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06/16/2020
Density Deconvolution with Normalizing Flows
Density deconvolution is the task of estimating a probability density fu...
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04/15/2019