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05/24/2023
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape
Synthesizing novel 3D models that resemble the input example has long be...
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03/20/2023
Zero-1-to-3: Zero-shot One Image to 3D Object
We introduce Zero-1-to-3, a framework for changing the camera viewpoint ...
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09/30/2022
Implicit Neural Spatial Representations for Time-dependent PDEs
Numerically solving partial differential equations (PDEs) often entails ...
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08/05/2022
Learning to Generate 3D Shapes from a Single Example
Existing generative models for 3D shapes are typically trained on a larg...
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05/20/2021
DeepCAD: A Deep Generative Network for Computer-Aided Design Models
Deep generative models of 3D shapes have received a great deal of resear...
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10/22/2020
Listening to Sounds of Silence for Speech Denoising
We introduce a deep learning model for speech denoising, a long-standing...
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03/17/2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks
Several deep learning methods have been proposed for completing partial ...
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05/05/2019