Nadine Behrmann
5 papers · 2021–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
ECCV (1)
ICCV (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
contrastive learning
(3)
self-supervised learning
(2)
temporal modeling
(1)
embedding space
(1)
unsupervised representation learning
(1)
out-of-distribution detection
(1)
feature decomposition
(1)
noise contrastive estimation
(1)
feature prediction
(1)
video representation
(1)
infonce loss
(1)
similarity ranking
(1)
video representation learning
(1)
representation learning
(1)
ranking info noise contrastive estimation
(1)
action recognition
(1)
Papers
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems
ICML 2024
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives
AAAI 2022
Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation
ECCV 2022
Long Short View Feature Decomposition via Contrastive Video Representation Learning
ICCV 2021
Unsupervised Video Representation Learning by Bidirectional Feature Prediction
WACV 2021