Nadine Behrmann
Publications by Year
Research Areas
Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning, Anomaly Detection Techniques and Applications, Multimodal Machine Learning Applications, Video Analysis and Summarization
Most-Cited Works
- → Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation(2022)70 cited
- → Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives(2022)35 cited
- → Long Short View Feature Decomposition via Contrastive Video Representation Learning(2021)28 cited
- → Unsupervised Video Representation Learning by Bidirectional Feature Prediction(2021)5 cited
- → Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems(2023)3 cited
- → Long Short View Feature Decomposition via Contrastive Video\n Representation Learning(2021)1 cited
- Meta-Learning Runge-Kutta(2019)
- → Unsupervised Video Representation Learning by Bidirectional Feature\n Prediction(2020)