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07/20/2023
PAPR: Proximity Attention Point Rendering
Learning accurate and parsimonious point cloud representations of scene ...
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11/25/2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis
A persistent challenge in conditional image synthesis has been to genera...
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06/30/2021
Shape Completion via IMLE
Shape completion is the problem of completing partial input shapes such ...
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06/16/2021
Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis
Deep generative models such as GANs have driven impressive advances in c...
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11/26/2020
Better Knowledge Retention through Metric Learning
In continual learning, new categories may be introduced over time, and a...
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11/03/2020
Generating Unobserved Alternatives
We consider problems where multiple predictions can be considered correc...
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04/07/2020
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation
Many tasks in computer vision and graphics fall within the framework of ...
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10/02/2018