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Yingbin Bai
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Early Stopping
Stochastic Gradient Descent
Supervised Learning
Label Noise
Top Venues
NeurIPS
CoRR
ICCV
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Publications
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Yingbin Bai
,
Zhongyi Han
,
Erkun Yang
,
Jun Yu
,
Bo Han
,
Dadong Wang
,
Tongliang Liu
Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping.
NeurIPS
(2023)
Yingbin Bai
,
Erkun Yang
,
Zhaoqing Wang
,
Yuxuan Du
,
Bo Han
,
Cheng Deng
,
Dadong Wang
,
Tongliang Liu
MSR: Making Self-supervised learning Robust to Aggressive Augmentations.
CoRR
(2022)
Yingbin Bai
,
Erkun Yang
,
Zhaoqing Wang
,
Yuxuan Du
,
Bo Han
,
Cheng Deng
,
Dadong Wang
,
Tongliang Liu
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning.
NeurIPS
(2022)
Yingbin Bai
,
Tongliang Liu
Me-Momentum: Extracting Hard Confident Examples from Noisily Labeled Data.
ICCV
(2021)
Yingbin Bai
,
Erkun Yang
,
Bo Han
,
Yanhua Yang
,
Jiatong Li
,
Yinian Mao
,
Gang Niu
,
Tongliang Liu
Understanding and Improving Early Stopping for Learning with Noisy Labels.
NeurIPS
(2021)
Yingbin Bai
,
Erkun Yang
,
Bo Han
,
Yanhua Yang
,
Jiatong Li
,
Yinian Mao
,
Gang Niu
,
Tongliang Liu
Understanding and Improving Early Stopping for Learning with Noisy Labels.
CoRR
(2021)