I am an Assistant Assistant professor at University of Twente's Data Management & Biometrics (DMB) group. My research focus is video understanding by modeling video tasks and interpreting their algorithmic understanding.
Expertise
Computer Science
- Frame Condition
- Action Recognition
- High Correspondence
- Anomaly Detection
- Audio Classification
- Audio Recognition
- Temporal Scope
- Video Representation
Organisations
Publications
2025
TRANSPORTER: Transferring Visual Semantics from VLM Manifolds (2025)[Working paper › Preprint]. ArXiv.org. Stergiou, A.https://doi.org/10.48550/arXiv.2511.18359About Time: Advances, Challenges, and Outlooks of Action Understanding (2025)International journal of computer vision, 133(9), 6251-6315. Article 103406. Stergiou, A. & Poppe, R.https://doi.org/10.1007/s11263-025-02478-4MIMIC: Multimodal Inversion for Model Interpretation and Conceptualization (2025)[Working paper › Preprint]. ArXiv.org. Jain, A. & Stergiou, A.https://doi.org/10.48550/arXiv.2508.07833Every Shot Counts: Using Exemplars for Repetition Counting in Videos (2025)In Computer Vision – ACCV 2024: 17th Asian Conference on Computer Vision, Hanoi, Vietnam, December 8–12, 2024, Proceedings, Part III (pp. 384–402). Springer. Sinha, S., Stergiou, A. & Damen, D.https://doi.org/10.1007/978-981-96-0908-6_22
2024
About Time: Advances, Challenges, and Outlooks of Action Understanding (2024)[Working paper › Preprint]. ArXiv.org. Stergiou, A. & Poppe, R.LAVIB: A Large-scale Video Interpolation Benchmark (2024)[Working paper › Preprint]. ArXiv.org (Accepted/In press). Stergiou, A.https://doi.org/10.48550/arXiv.2406.09754Every Shot Counts: Using Exemplars for Repetition Counting in Videos (2024)[Working paper › Preprint]. ArXiv.org (Accepted/In press). Sinha, S., Stergiou, A. & Damen, D.https://arxiv.org/abs/2403.18074LAVIB: A Large-scale Video Interpolation Benchmark (2024)In Advances in Neural Information Processing Systems 37 (NeurIPS 2024): Datasets and Benchmarks Track (Advances in Neural Information Processing Systems). Stergiou, A.LAVIB: A Large-scale Video Interpolation Benchmark (2024)[Contribution to conference › Paper] 38th Annual Conference on Neural Information Processing Systems, NeurIPS 2024. Stergiou, A.https://doi.org/10.48550/arXiv.2406.09754
2023
Holistic Representation Learning for Multitask Trajectory Anomaly Detection (2023)In 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (pp. 6729-6739). IEEE (Accepted/In press). Stergiou, A., Weerdt, B. D. & Deligiannis, N.https://doi.org/10.48550/arXiv.2311.01851
Research profiles
Courses academic year 2026/2027
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses academic year 2025/2026
Courses academic year 2024/2025
Address
University of Twente
Zilverling (building no. 11), room 4102
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 4102
P.O. Box 217
7500 AE Enschede
Netherlands
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