5 citations · 20 across the 10 of their papers we have counts for
4 papers · 1 filter
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…
GASP: Gated Attention For Saliency Prediction
Fares Abawi, Tom Weber, Stefan Wermter
Saliency prediction refers to the computational task of modeling overt attention. Social cues greatly influence our attention, consequently altering our eye movements and behavior.…
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.…