From the 1 of 5 linked papers with an AI index.
5 papers
Causal Supervision of Attention for Affective Behaviour Analysis
Nemanja Rašajski, Konstantinos Makantasis, Antonios Liapis +1
The paper introduces a causal supervision and cross‑covariance regularization scheme for attention pooling that encourages subject‑invariant facial attention, improving multi‑task…
Learning Using Privileged Information for Litter Detection
Matthias Bartolo, Konstantinos Makantasis, Dylan Seychell
As litter pollution continues to rise globally, developing automated tools capable of detecting litter effectively remains a significant challenge. This study presents a novel appr…
Privileged Contrastive Pretraining for Multimodal Affect Modelling
Kosmas Pinitas, Konstantinos Makantasis, Georgios N. Yannakakis
Affective Computing (AC) has made significant progress with the advent of deep learning, yet a persistent challenge remains: the reliable transfer of affective models from controll…
GameVibe: A Multimodal Affective Game Corpus
Matthew Barthet, Maria Kaselimi, Kosmas Pinitas +3
As online video and streaming platforms continue to grow, affective computing research has undergone a shift towards more complex studies involving multiple modalities. However, th…
BehAVE: Behaviour Alignment of Video Game Encodings
Nemanja Rašajski, Chintan Trivedi, Konstantinos Makantasis +2
Domain randomisation enhances the transferability of vision models across visually distinct domains with similar content. However, current methods heavily depend on intricate simul…