A delegation from the Abu Dhabi Executive Office (ADEO) Education Affairs Department visited MBZUAI on December 15, 2021. Ian Mathews, VP of Corporate Services, presented MBZUAI's progress and 2022 initiatives. Discussions covered the importance of collaboration and recruitment enhancements with ADEO's support. Why it matters: This visit highlights the ongoing relationship between MBZUAI and key Abu Dhabi government entities, signaling continued support for the university's AI initiatives.
Antonio Adamo is an assistant professor of bioscience in the Biological and Environmental Science and Engineering Division at KAUST. He is highlighted in a KAUST faculty focus. Why it matters: Showcases KAUST's faculty expertise in bioscience.
This paper introduces Adaptive Entropy-aware Optimization (AEO), a new framework to tackle Multimodal Open-set Test-time Adaptation (MM-OSTTA). AEO uses Unknown-aware Adaptive Entropy Optimization (UAE) and Adaptive Modality Prediction Discrepancy Optimization (AMP) to distinguish unknown class samples during online adaptation by amplifying the entropy difference between known and unknown samples. The study establishes a new benchmark derived from existing datasets with five modalities and evaluates AEO's performance across various domain shift scenarios, demonstrating its effectiveness in long-term and continual MM-OSTTA settings.
This article is a brief faculty profile of Stefaan De Wolf at KAUST. It appears to be part of a standard template on the KAUST website. Why it matters: Such profiles help showcase the expertise and research areas of faculty at KAUST.
The paper introduces Yet another Policy Optimization (YaPO), a reference-free method for learning sparse steering vectors in the latent space of a Sparse Autoencoder (SAE) to steer LLMs. By optimizing sparse codes, YaPO produces disentangled, interpretable, and efficient steering directions. Experiments show YaPO converges faster, achieves stronger performance, exhibits improved training stability and preserves general knowledge compared to dense steering baselines.
ASPIRE, TII, and ATRC will participate in a fireside chat at the USA Pavilion at Expo 2020 Dubai. The discussion will cover Abu Dhabi's advanced technology ecosystem, funding for tech breakthroughs, and perspectives from technopreneurs. Dr. Arthur Morrish (ASPIRE), Prof. Mérouane Debbah (TII), and Dr. Fareed Al Amiri (ATRC) will be featured, with Kelsey Warner (The National) as moderator. Why it matters: The event highlights Abu Dhabi's efforts to foster an advanced technology ecosystem and attract global experts, showcasing the region's commitment to innovation.