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06/28/2023
Curious Replay for Model-based Adaptation
Agents must be able to adapt quickly as an environment changes. We find ...
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12/24/2022
Deep Latent State Space Models for Time-Series Generation
Methods based on ordinary differential equations (ODEs) are widely used ...
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12/01/2022
3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models
Diffusion models have shown great promise for image generation, beating ...
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09/28/2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices
Normalizing flows model complex probability distributions using maps obt...
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09/30/2021
Emergence of Theory of Mind Collaboration in Multiagent Systems
Currently, in the study of multiagent systems, the intentions of agents ...
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04/08/2021
3D Shape Generation and Completion through Point-Voxel Diffusion
We propose a novel approach for probabilistic generative modeling of 3D ...
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06/10/2020
Joint Training of Variational Auto-Encoder and Latent Energy-Based Model
This paper proposes a joint training method to learn both the variationa...
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11/19/2019
Deep Unsupervised Clustering with Clustered Generator Model
This paper addresses the problem of unsupervised clustering which remain...
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09/01/2019