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A neural anisotropic view of underspecification in deep learning

A neural anisotropic view of underspecification in deep learning

29 April 2021
Guillermo Ortiz-Jiménez
I. Salazar-Reque
Apostolos Modas
Seyed-Mohsen Moosavi-Dezfooli
P. Frossard
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Papers citing "A neural anisotropic view of underspecification in deep learning"

3 / 3 papers shown
Title
Predicting is not Understanding: Recognizing and Addressing
  Underspecification in Machine Learning
Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning
Damien Teney
Maxime Peyrard
Ehsan Abbasnejad
35
29
0
06 Jul 2022
Fairness and underspecification in acoustic scene classification: The
  case for disaggregated evaluations
Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations
Andreas Triantafyllopoulos
M. Milling
K. Drossos
Björn W. Schuller
21
7
0
04 Oct 2021
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers
  Solutions with Superior OOD Generalization
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization
Damien Teney
Ehsan Abbasnejad
Simon Lucey
A. Hengel
23
86
0
12 May 2021
1