Yingbin Bai
4 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
ICCV (1)
Top co-authors
Keywords
memorization effect
(3)
image classification
(2)
noisy label learning
(2)
representation learning
(2)
label noise
(2)
deep neural network
(2)
learning with noisy label
(1)
early stopping
(1)
aggressive augmentation
(1)
semantic shift
(1)
progressive training
(1)
contrastive learning
(1)
hard example mining
(1)
noise detection
(1)
self-supervised learning
(1)
data augmentation
(1)
Papers
Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping
NIPS 2023
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning
NIPS 2022
Understanding and Improving Early Stopping for Learning with Noisy Labels
NIPS 2021
Me-Momentum: Extracting Hard Confident Examples From Noisily Labeled Data
ICCV 2021