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08/14/2023
Space Object Identification and Classification from Hyperspectral Material Analysis
This paper presents a data processing pipeline designed to extract infor...
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05/31/2023
Rare Life Event Detection via Mobile Sensing Using Multi-Task Learning
Rare life events significantly impact mental health, and their detection...
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05/25/2023
Trans-Dimensional Generative Modeling via Jump Diffusion Models
We propose a new class of generative models that naturally handle data o...
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03/29/2023
Diffusion Schrödinger Bridge Matching
Solving transport problems, i.e. finding a map transporting one given di...
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05/30/2022
A Continuous Time Framework for Discrete Denoising Models
We provide the first complete continuous time framework for denoising di...
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10/26/2021
Online Variational Filtering and Parameter Learning
We present a variational method for online state estimation and paramete...
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06/22/2021