A.G. Stergiou (Alexandros)

Stergiou, A., Weerdt, B. D., & Deligiannis, N. (Accepted/In press). Holistic Representation Learning for Multitask Trajectory Anomaly Detection. In 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (pp. 6729-6739). IEEE. https://doi.org/10.48550/arXiv.2311.01851

Stergiou, A., & Deligiannis, N. (2023). Leaping Into Memories Space-Time Deep Feature Synthesis. In IEEE/CVF International Conference on Computer Vision: ICCV 2023 (pp. 1966-1976). (Proceedings). IEEE. https://doi.org/10.1109/ICCV51070.2023.00188

Stergiou, A., & Damen, D. (2023). Play It Back: Iterative Attention For Audio Recognition. In Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). IEEE. https://doi.org/10.1109/ICASSP49357.2023.10096532

Stergiou, A., & Poppe, R. (2023). AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling. IEEE transactions on image processing, 32, 251-266. https://doi.org/10.1109/TIP.2022.3227503

Stergiou, A., & Damen, D. (2023). The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction. In 2023 IEEE/CVF Conference On Computer Vision And Pattern Recognition: CVPR 2023 (pp. 14709-14719). (Proceedings). IEEE. https://doi.org/10.1109/CVPR52729.2023.01413

Stergiou, A. (2021). The Mind’s Eye: Visualizing Class-Agnostic Features of CNNS. In 2021 IEEE International Conference on Image Processing (ICIP) (pp. 2738-2742). (Proceedings - International Conference on Image Processing, ICIP; Vol. 2021-September). IEEE. https://doi.org/10.1109/ICIP42928.2021.9506287

Stergiou, A. , Poppe, R., & Kalliatakis, G. (2021). Refining activation downsampling with SoftPool. In 2021 IEEE/CVF International Conference on Computer Vision: ICCV 2021 (pp. 10337-10346). (IEEE International Conference on Computer Vision. Proceedings). https://doi.org/10.1109/ICCV48922.2021.01019

Stergiou, A., Kapidis, G., Kalliatakis, G., Chrysoulas, C. , Poppe, R., & Veltkamp, R. (2020). Class Feature Pyramids for Video Explanation. In 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) (pp. 4255-4264). Article 9022210 (IEEE International Conference on Computer Vision workshop; Vol. 2019). IEEE. https://doi.org/10.1109/ICCVW.2019.00524

Stergiou, A. , & Poppe, R. (2020). Learn to cycle: Time-consistent feature discovery for action recognition. Pattern recognition letters, 141, 1-7. https://doi.org/10.1016/j.patrec.2020.11.012

Stergiou, A., Kapidis, G., Kalliatakis, G., Chrysoulas, C., Veltkamp, R. , & Poppe, R. (2019). Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions. In 2019 IEEE International Conference on Image Processing (ICIP) (pp. 1830-1834). Article 8803153 (Proceedings - International Conference on Image Processing; Vol. 2019-September). IEEE. Advance online publication. https://doi.org/10.1109/ICIP.2019.8803153