Zilverling

dr. A.G. Stergiou (Alex)

Assistant Professor
EEMCS-CS-DMB
Zilverling 4102
a.g.stergiou@utwente.nl
+31534897604
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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

    • Action Recognition
    • Feature Map
    • Convolution
    • Deep Learning Method
    • High Correspondence
    • Temporal Scope
    • Video Representation
    • Zero-Shot Learning

Organisations

Publications

2026

Do Egocentric Video-Language Models Capture Both Hand- and Object-Centric Cues? (2026)[Working paper › Preprint]. ArXiv.org. Tateno, M., Stergiou, A., Shinoda, R., Sato, Y. & Damen, D.https://doi.org/10.48550/arXiv.2607.08514

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

LAVIB: A Large-scale Video Interpolation Benchmark (2024)In Proceedings of the 38th International Conference on Neural Information Processing Systems (NeurIPS 2024): Datasets and Benchmarks Track (pp. 29091 - 29105). Article 916 (Proceedings of the International Conference on Neural Information Processing Systems). Association for Computing Machinery. Stergiou, A.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. 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)[Contribution to conference › Paper] 38th Annual Conference on Neural Information Processing Systems, NeurIPS 2024. Stergiou, A.https://doi.org/10.48550/arXiv.2406.09754

Research profiles

Address

University of Twente

Zilverling (building no. 11), room 4102
Hallenweg 19
7522 NH Enschede
Netherlands

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