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03/31/2023
Learning Internal Representations of 3D Transformations from 2D Projected Inputs
When interacting in a three dimensional world, humans must estimate 3D s...
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12/05/2022
Rethinking Backdoor Data Poisoning Attacks in the Context of Semi-Supervised Learning
Semi-supervised learning methods can train high-accuracy machine learnin...
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06/22/2021
Learning Identity-Preserving Transformations on Data Manifolds
Many machine learning techniques incorporate identity-preserving transfo...
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06/24/2020
Generative causal explanations of black-box classifiers
We develop a method for generating causal post-hoc explanations of black...
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12/05/2019