| 2024 | ACCV | Every Shot Counts: Using Exemplars for Repetition Counting in Videos. | Saptarshi Sinha, Alexandros Stergiou, Dima Damen |
| 2024 | WACV | Holistic Representation Learning for Multitask Trajectory Anomaly Detection. | Alexandros Stergiou, Brent De Weerdt, Nikos Deligiannis |
| 2023 | CVPR | The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction. | Alexandros Stergiou, Dima Damen |
| 2023 | ICASSP | Play It Back: Iterative Attention For Audio Recognition. | Alexandros Stergiou, Dima Damen |
| 2023 | ICCV | Leaping Into Memories: Space-Time Deep Feature Synthesis. | Alexandros Stergiou, Nikos Deligiannis |
| 2021 | ICCV | Refining activation downsampling with SoftPool. | Alexandros Stergiou, Ronald Poppe, Grigorios Kalliatakis |
| 2021 | ICIP | The Mind's Eye: Visualizing Class-Agnostic Features of CNNS. | Alexandros Stergiou |
| 2021 | IJCNN | Multi-Temporal Convolutions for Human Action Recognition in Videos. | Alexandros Stergiou, Ronald Poppe |
| 2019 | ICIP | Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions. | Alexandros Stergiou, Georgios Kapidis, Grigorios Kalliatakis, Christos Chrysoulas, Remco C. Veltkamp, Ronald Poppe |
| 2019 | ICMLA | Spatio-Temporal FAST 3D Convolutions for Human Action Recognition. | Alexandros Stergiou, Ronald Poppe |