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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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06/26/2023
Progressive Energy-Based Cooperative Learning for Multi-Domain Image-to-Image Translation
This paper studies a novel energy-based cooperative learning framework f...
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04/16/2023
Likelihood-Based Generative Radiance Field with Latent Space Energy-Based Model for 3D-Aware Disentangled Image Representation
We propose the NeRF-LEBM, a likelihood-based top-down 3D-aware 2D image ...
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01/23/2023
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference
We study a normalizing flow in the latent space of a top-down generator ...
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10/09/2022
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing
Leveraging supervised information can lead to superior retrieval perform...
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05/13/2022
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model
This paper studies the cooperative learning of two generative flow model...
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04/04/2021