2 citations · 3 across the 5 of their papers we have counts for
5 papers
A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images
László Kopácsi, Áron Fóthi, András Lőrincz
Recognition of individual components and keypoint detection supported by instance segmentation is crucial to analyze the behavior of agents on the scene. Such systems could be used…
Enhancing Apparent Personality Trait Analysis with Cross-Modal Embeddings
Ádám Fodor, Rachid R. Saboundji, András Lőrincz
Automatic personality trait assessment is essential for high-quality human-machine interactions. Systems capable of human behavior analysis could be used for self-driving cars, med…
Perceived personality state estimation in dyadic and small group interaction with deep learning methods
Kristian Fenech, Ádám Fodor, Sean P. Bergeron +3
Dyadic and small group collaboration is an evolutionary advantageous behaviour and the need for such collaboration is a regular occurrence in day to day life. In this paper we esti…
Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness
Dávid Szeghy, Mahmoud Aslan, Áron Fóthi +3
While deep neural networks are sensitive to adversarial noise, sparse coding using the Basis Pursuit (BP) method is robust against such attacks, including its multi-layer extension…
Minimizing false negative rate in melanoma detection and providing insight into the causes of classification
Ellák Somfai, Benjámin Baffy, Kristian Fenech +8
Our goal is to bridge human and machine intelligence in melanoma detection. We develop a classification system exploiting a combination of visual pre-processing, deep learning, and…