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07/19/2023
Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
To avoid failures on out-of-distribution data, recent works have sought ...
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10/01/2022
DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
In representation learning, a common approach is to seek representations...
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03/09/2022
Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences
Given two object images, how can we explain their differences in terms o...
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11/13/2021
Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views
Learning object-centric representations of multi-object scenes is a prom...
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07/12/2021
