SSA: Semantic Structure Aware Inference for Weakly Pixel-Wise Dense Predictions without Cost
Peer-Reviewed Publication
Updates every hour. Last Updated: 14-Jun-2025 20:09 ET (15-Jun-2025 00:09 GMT/UTC)
This study introduces a Semantic Structure-Aware model to enhance Class Activation Mapping for image classification, achieving state-of-the-art performance in weakly-supervised tasks without extra training.
University of Texas at Arlington physics Professor J. Ping Liu has won the 2025 Hill Prize in Physical Sciences for pioneering new ways to design magnets that power high-tech devices. Awarded by the Texas Academy of Medicine, Engineering, Science and Technology (TAMEST) and Lyda Hill Philanthropies, the prize recognizes groundbreaking innovations with the potential for real-world impact. Dr. Liu shares the award as co-principal investigator alongside James Chelikowsky, a professor of physics and chemical engineering at UT Austin.
IMDEA Networks is part of MultiX, a European scientific project involving 17 research centers and technology companies from 7 countries coordinated by Universidad Carlos III de Madrid (UC3M), which aims to revolutionize future 6G communication networks by transforming their design and operation. By means of an innovative system that integrates multisensory perception, MultiX aims to make networks capable of intelligently observing the environment and interacting with it in real time. This innovation seeks to transform sectors as relevant as healthcare facilities or the autonomous vehicle industry.