Conceiving Human Interaction by Visualising Depth Data of Head Pose Changes and Emotion Recognition via Facial Expressions. - Grigorios Kalliatakis; Alexandros Stergiou; Nikolaos Vidakis (Comput., 2017)

Traffic Sign Recognition based on Synthesised Training Data. - Alexandros Stergiou; Grigorios Kalliatakis; Christos Chrysoulas (Big Data Cogn. Comput., 2018)

Understanding human-human interactions: a survey. - Alexandros Stergiou; Ronald Poppe (CoRR, 2018)

Class Feature Pyramids for Video Explanation. - Alexandros Stergiou; Georgios Kapidis; Grigorios Kalliatakis; Christos Chrysoulas; Ronald Poppe; Remco C. Veltkamp (ICCV Workshops, 2019)

Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions. - Alexandros Stergiou; Georgios Kapidis; Grigorios Kalliatakis; Christos Chrysoulas; Remco C. Veltkamp; Ronald Poppe (ICIP, 2019)

Spatio-Temporal FAST 3D Convolutions for Human Action Recognition. - Alexandros Stergiou; Ronald Poppe (ICMLA, 2019)

Analyzing human-human interactions: A survey. - Alexandros Stergiou; Ronald Poppe (Comput. Vis. Image Underst., 2019)

Learning Class Regularized Features for Action Recognition. - Alexandros Stergiou; Ronald Poppe; Remco C. Veltkamp (CoRR, 2020)

Right on Time: Multi-Temporal Convolutions for Human Action Recognition in Videos. - Alexandros Stergiou; Ronald Poppe (CoRR, 2020)

Refining activation downsampling with SoftPool. - Alexandros Stergiou; Ronald Poppe; Grigorios Kalliatakis (ICCV, 2021)

The Mind's Eye: Visualizing Class-Agnostic Features of CNNS. - Alexandros Stergiou (ICIP, 2021)

Multi-Temporal Convolutions for Human Action Recognition in Videos. - Alexandros Stergiou; Ronald Poppe (IJCNN, 2021)

Efficient Modelling Across Time of Human Actions and Interactions. - Alexandros Stergiou (CoRR, 2021)

Learn to cycle: Time-consistent feature discovery for action recognition. - Alexandros Stergiou; Ronald Poppe (Pattern Recognit. Lett., 2021)

Efficient Modelling Across Time of Human Actions and Interactions. - Alexandros Georgios Stergiou (2021)

Temporal Progressive Attention for Early Action Prediction. - Alexandros Stergiou; Dima Damen (CoRR, 2022)

The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction. - Alexandros Stergiou; Dima Damen (CVPR, 2023)

Play It Back: Iterative Attention For Audio Recognition. - Alexandros Stergiou; Dima Damen (ICASSP, 2023)

Leaping Into Memories: Space-Time Deep Feature Synthesis. - Alexandros Stergiou; Nikos Deligiannis (ICCV, 2023)

AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling. - Alexandros Stergiou; Ronald Poppe (IEEE Trans. Image Process., 2023)

Every Shot Counts: Using Exemplars for Repetition Counting in Videos. - Saptarshi Sinha; Alexandros Stergiou; Dima Damen (ACCV (3), 2024)

Holistic Representation Learning for Multitask Trajectory Anomaly Detection. - Alexandros Stergiou; Brent De Weerdt; Nikos Deligiannis (WACV, 2024)

LAVIB: A Large-scale Video Interpolation Benchmark. - Alexandros Stergiou (CoRR, 2024)

About Time: Advances, Challenges, and Outlooks of Action Understanding. - Alexandros Stergiou; Ronald Poppe (CoRR, 2024)

MIMIC: Multimodal Inversion for Model Interpretation and Conceptualization. - Animesh Jain; Alexandros Stergiou (CoRR, 2025)