22 citations · 108 across the 43 of their papers we have counts for
3 papers · 1 filter
Self-Attention Based Generative Adversarial Networks For Unsupervised Video Summarization
Maria Nektaria Minaidi, Charilaos Papaioannou, Alexandros Potamianos
In this paper, we study the problem of producing a comprehensive video summary following an unsupervised approach that relies on adversarial learning. We build on a popular method…
Extending Compositional Attention Networks for Social Reasoning in Videos
Christina Sartzetaki, Georgios Paraskevopoulos, Alexandros Potamianos
We propose a novel deep architecture for the task of reasoning about social interactions in videos. We leverage the multi-step reasoning capabilities of Compositional Attention Net…
End-to-end Generative Zero-shot Learning via Few-shot Learning
Georgios Chochlakis, Efthymios Georgiou, Alexandros Potamianos
Contemporary state-of-the-art approaches to Zero-Shot Learning (ZSL) train generative nets to synthesize examples conditioned on the provided metadata. Thereafter, classifiers are…