Nikolay Chumerin
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
WACV (2)
AAAI (1)
ICCV (1)
Top co-authors
Keywords
supervised contrastive learning
(2)
representation learning
(2)
semantic segmentation
(1)
anomaly detection
(1)
prototype learning
(1)
supervised learning
(1)
autonomous driving
(1)
image reconstruction
(1)
model uncertainty
(1)
generalization error
(1)
probabilistic interpretation
(1)
sample selection
(1)
out-of-distribution detection
(1)
neural network classifier
(1)
cross entropy
(1)
classifier training
(1)
cross entropy loss
(1)
feature mixing
(1)
active learning
(1)
road segmentation
(1)
Papers
OOD Aware Supervised Contrastive Learning
WACV 2024
Contrastive Classification and Representation Learning with Probabilistic Interpretation
AAAI 2023
Identifying Wrongly Predicted Samples: A Method for Active Learning
WACV 2022
Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling
ICCV 2021