Nadine Behrmann

According to our database, Nadine Behrmann authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems.

David T. Hoffmann, Simon Schrodi, Jelena Bratulic, Nadine Behrmann, Volker Fischer, Thomas Brox

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Self-Supervised Video Representation Learning and Downstream Applications

Nadine Behrmann

PhD thesis, 2023

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems.

David T. Hoffmann, Simon Schrodi, Nadine Behrmann, Volker Fischer, Thomas Brox

CoRR, 2023

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

Proceedings of the Computer Vision - ECCV 2022, 2022

Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives.

David T. Hoffmann, Nadine Behrmann, Juergen Gall, Thomas Brox, Mehdi Noroozi

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Unsupervised Video Representation Learning by Bidirectional Feature Prediction.

Nadine Behrmann, Juergen Gall, Mehdi Noroozi

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Long Short View Feature Decomposition via Contrastive Video Representation Learning.

Nadine Behrmann, Mohsen Fayyaz, Juergen Gall, Mehdi Noroozi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021