Tag: Domain Adaptation

Jan 02

SpADANet shines again: Featured on TheHindu

We are thrilled to share that our pioneering work on the SpADANet model has got even more attention! After already being recognized by IIT Bombay’s Research Highlight, ResearchMatters, LokSatta, and FreePressJournal, our research has now been highlighted by a leading national newspaper TheHindu. This spotlight further validates the groundbreaking nature of SpADANet, a spatially aware AI model that is transforming the way we assess damage caused by Hurricanes. Developed by our GeoSysIoT lab at CSRE, IIT Bombay; SpADANet uses advanced Read more

Dec 22

SpADANet in spotlight: Features on IITB’s Research-Highlight page, “ResearchMatters”, and on “The Free Press Journal”

We are pleased to share that SpADANet, our research work on domain-adaptive damage assessment, has received recognition on the Research Highlight page of IIT Bombay, ResearchMatters and has also been featured by “The Free Press Journal“. SpADANet is designed to address one of the core challenges in real-world disaster damage assessment i.e., domain shift across events and geographies. By integrating advanced domain adaptation strategies, self-supervised learning, and robust feature alignment, the framework enables improved generalization across unseen disaster scenarios, particularly Read more