4 citations · 8 across the 3 of their papers we have counts for
5 papers
Balancing long- and short-term dynamics for the modeling of saliency in videos
Theodor Wulff, Fares Abawi, Philipp Allgeuer +1
The role of long- and short-term dynamics towards salient object detection in videos is under-researched. We present a Transformer-based approach to learn a joint representation of…
Unified Dynamic Scanpath Predictors Outperform Individually Trained Neural Models
Fares Abawi, Di Fu, Stefan Wermter
Previous research on scanpath prediction has mainly focused on group models, disregarding the fact that the scanpaths and attentional behaviors of individuals are diverse. The disr…
Human Impression of Humanoid Robots Mirroring Social Cues
Di Fu, Fares Abawi, Philipp Allgeuer +1
Mirroring non-verbal social cues such as affect or movement can enhance human-human and human-robot interactions in the real world. The robotic platforms and control methods also i…
DRILL: Dynamic Representations for Imbalanced Lifelong Learning
Kyra Ahrens, Fares Abawi, Stefan Wermter
Continual or lifelong learning has been a long-standing challenge in machine learning to date, especially in natural language processing (NLP). Although state-of-the-art language m…
Enhancing a Neurocognitive Shared Visuomotor Model for Object Identification, Localization, and Grasping With Learning From Auxiliary Tasks
Matthias Kerzel, Fares Abawi, Manfred Eppe +1
We present a follow-up study on our unified visuomotor neural model for the robotic tasks of identifying, localizing, and grasping a target object in a scene with multiple objects.…