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Impact of Label Noise on Learning Complex Features

Impact of Label Noise on Learning Complex Features

Rahul Vashisht
P. Krishna Kumar
Harsha Vardhan Govind
H. G. Ramaswamy
    NoLa
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Papers citing "Impact of Label Noise on Learning Complex Features"

7 / 7 papers shown
Title
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics
Nihal Murali
A. Puli
Ke Yu
Rajesh Ranganath
Kayhan Batmanghelich
AAML
61
10
0
18 Feb 2023
On Feature Learning in the Presence of Spurious Correlations
On Feature Learning in the Presence of Spurious Correlations
Pavel Izmailov
Polina Kirichenko
Nate Gruver
A. Wilson
66
126
0
20 Oct 2022
On Guiding Visual Attention with Language Specification
On Guiding Visual Attention with Language Specification
Suzanne Petryk
Lisa Dunlap
Keyan Nasseri
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
VLM
219
31
1
17 Feb 2022
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
Anton Van Den Hengel
70
88
0
12 May 2021
Bad Global Minima Exist and SGD Can Reach Them
Bad Global Minima Exist and SGD Can Reach Them
Shengchao Liu
Dimitris Papailiopoulos
D. Achlioptas
47
80
0
06 Jun 2019
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Han Xiao
Kashif Rasul
Roland Vollgraf
127
8,807
0
25 Aug 2017
Rethinking the Inception Architecture for Computer Vision
Rethinking the Inception Architecture for Computer Vision
Christian Szegedy
Vincent Vanhoucke
Sergey Ioffe
Jonathon Shlens
Z. Wojna
3DV
BDL
411
27,231
0
02 Dec 2015