Long Short View Feature Decomposition via Contrastive Video Representation Learning. - Nadine Behrmann; Mohsen Fayyaz; Juergen Gall; Mehdi Noroozi (ICCV, 2021)

Unsupervised Video Representation Learning by Bidirectional Feature Prediction. - Nadine Behrmann; Juergen Gall; Mehdi Noroozi (WACV, 2021)

Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. - David T. Hoffmann; Nadine Behrmann; Juergen Gall; Thomas Brox; Mehdi Noroozi (AAAI, 2022)

Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation. - Nadine Behrmann; S. Alireza Golestaneh; Zico Kolter; Jürgen Gall; Mehdi Noroozi (ECCV (35), 2022)

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. - David T. Hoffmann; Simon Schrodi; Nadine Behrmann; Volker Fischer 003; Thomas Brox (CoRR, 2023)

Self-Supervised Video Representation Learning and Downstream Applications - Nadine Behrmann (2023)

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. - David T. Hoffmann; Simon Schrodi; Jelena Bratulic; Nadine Behrmann; Volker Fischer 003; Thomas Brox (ICML, 2024)