Nadine Behrmann
5 papers · 2021–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
contrastive learning
(3)
self-supervised learning
(2)
temporal modeling
(1)
embedding space
(1)
transformer
(1)
softmax
(1)
unsupervised representation learning
(1)
out-of-distribution detection
(1)
feature decomposition
(1)
training loss
(1)
noise contrastive estimation
(1)
self attention
(1)
feature prediction
(1)
video representation
(1)
infonce loss
(1)
multi-step task
(1)
similarity ranking
(1)
video representation learning
(1)
ranking info noise contrastive estimation
(1)
representation learning
(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