Eric Arazo
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (10)
🧭
Keyword Pioneer
❓
The Questioner
Conferences
ECCV (2)
WACV (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
label noise
(4)
image classification
(1)
contrastive learning
(1)
semi-supervised learning
(1)
noisy label learning
(1)
data augmentation
(1)
robust classification
(1)
mixture model
(1)
out-of-distribution detection
(1)
noisy label detection
(1)
contrastive objective
(1)
confirmation bia
(1)
webly supervised learning
(1)
loss correction
(1)
two-stage detection
(1)
pseudo-label correction
(1)
representation learning
(1)
interpolation training
(1)
Papers
An accurate detection is not all you need to combat label noise in web-noisy datasets
ECCV 2024
Is Your Noise Correction Noisy? PLS: Robustness To Label Noise With Two Stage Detection
WACV 2023
Embedding Contrastive Unsupervised Features to Cluster in- and Out-of-Distribution Noise in Corrupted Image Datasets
ECCV 2022
Addressing Out-of-Distribution Label Noise in Webly-Labelled Data
WACV 2022
Multi-Objective Interpolation Training for Robustness To Label Noise
CVPR 2021
Unsupervised Label Noise Modeling and Loss Correction
ICML 2019