… personalized saliency in our framework to adapt to different users’ goals. Secure Semantic
Encoding: Since semantic … age in communication, we need to protect the semantic information …

… -aware convolutional neural network for semantic and knowledge-based representation of
news as … with personalized attention (NPA)) [31] suggested personalized convolutional neural …

… Moreover, the semantic encoder can personalize content creation based on the individual’s
background knowledge. Further, aided by the mutual knowledge between the transmitter …

… To fulfill the above criteria, we rank video segments by linearly combining a personalized
saliency score PS with a spatiotemporal saliency score AS, formally given as …

… When it comes to personalized saliency-based goaloriented SemCom in UAV image sensing
scenarios, the authors of [206] investigate SemCom personalization and its corresponding …

… PSMANet to predict the personalized saliency map based on … from deficits in social
communication and interaction. The … of the visual and semantic similarity between each observed …

… for conventional communications is no longer applicable to taskoriented semantic
communications, and accurate semantic resource … Li, “Personalized saliency in task-oriented …

… A personalized semantic encoder is designed based on user interests to meet personalized
saliency requirements with minimal energy cost. A resource allocation scheme is also …

… Abstract—This paper studies the fundamental limit of semantic communications over the …
send a semantic source consisting of an observation state and its corresponding semantic state, …

… saliency … personalized saliency predictions when fed with image stimuli and specific
information about the observer. Our model contains a generator which generates grayscale saliency …