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05/22/2023
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model
Neural collapse (NC) refers to the surprising structure of the last laye...
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01/29/2019
Robust Learning from Untrusted Sources
Modern machine learning methods often require more data for training tha...
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01/01/2018
Towards Practical Conditional Risk Minimization
We study conditional risk minimization (CRM), i.e. the problem of learni...
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12/21/2017
Learning Intelligent Dialogs for Bounding Box Annotation
We introduce Intelligent Annotation Dialogs for bounding box annotation....
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06/18/2012
