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08/31/2023
Diffusion Models for Interferometric Satellite Aperture Radar
Probabilistic Diffusion Models (PDMs) have recently emerged as a very pr...
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08/21/2023
Autonomous Detection of Methane Emissions in Multispectral Satellite Data Using Deep Learning
Methane is one of the most potent greenhouse gases, and its short atmosp...
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05/28/2021
Efficient Online-Bandit Strategies for Minimax Learning Problems
Several learning problems involve solving min-max problems, e.g., empiri...
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03/10/2021
Linear Bandits on Uniformly Convex Sets
Linear bandit algorithms yield 𝒪̃(n√(T)) pseudo-regret bounds on compact...
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02/15/2021
Generating Structured Adversarial Attacks Using Frank-Wolfe Method
White box adversarial perturbations are generated via iterative optimiza...
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02/09/2021
Local and Global Uniform Convexity Conditions
We review various characterizations of uniform convexity and smoothness ...
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10/12/2020
Diptychs of human and machine perceptions
We propose visual creations that put differences in algorithms and human...
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07/02/2020
Trace-Norm Adversarial Examples
White box adversarial perturbations are sought via iterative optimizatio...
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03/14/2020
Interactive Neural Style Transfer with Artists
We present interactive painting processes in which a painter and various...
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10/10/2019
Dialog on a canvas with a machine
We propose a new form of human-machine interaction. It is a pictorial ga...
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07/18/2018
Reconstructing Latent Orderings by Spectral Clustering
Spectral clustering uses a graph Laplacian spectral embedding to enhance...
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03/20/2018