KAUST ·
This is an advertisement for KAUST Discovery Associate Professor of Computer Science Ivan Viola. The ad promotes KAUST as a university. Why it matters: This reflects KAUST's ongoing efforts to attract international faculty and promote its research programs.
MBZUAI ·
Pong C Yuen from Hong Kong Baptist University will present a talk on remote photoplethysmography (rPPG) detection. The talk will review the development of rPPG detection, share recent research, and discuss future directions. rPPG is a technology for non-contact computer vision and healthcare applications like heart rate estimation. Why it matters: Advancements in rPPG could enable new remote patient monitoring and diagnostic tools in the region, reducing the need for physical contact.
MBZUAI ·
A talk introduces a computational framework for learning a compact structured representation for real-world datasets, that is both discriminative and generative. It proposes to learn a closed-loop transcription between the distribution of a high-dimensional multi-class dataset and an arrangement of multiple independent subspaces, known as a linear discriminative representation (LDR). The optimality of the closed-loop transcription can be characterized in closed-form by an information-theoretic measure known as the rate reduction. Why it matters: The framework unifies concepts and benefits of auto-encoding and GAN and generalizes them to the settings of learning a both discriminative and generative representation for multi-class visual data.
MBZUAI ·
Ekaterina Radionova from Smarter AI (formerly Samsung AI Center) presented an approach to generating lifelike real-time avatars. The work focuses on generating high-quality video with authentic facial features to support online generation. Radionova's master's degree is from Skoltech on Data Science program and Bachelor degree at Moscow Institute of Physics and Technology on Applied Math. Why it matters: Achieving realistic real-time avatars is critical for applications in online communication, entertainment, and virtual reality within the region.
KAUST ·
KAUST's Winter Enrichment Program (WEP) 2015 features keynotes by international experts and award winners. Week 2 events include Caltech's Anthony Readhead discussing radio astronomy and Saudi Arabia's potential role, and an exhibition of Tingatinga art from East Africa. Other events cover urban science, polar expeditions, and a multimedia performance called BELLA GAIA. Why it matters: WEP promotes scientific engagement and cultural exchange within KAUST and highlights opportunities for Saudi Arabia in global research fields like radio astronomy.
MBZUAI ·
A public talk announcement features Professor Anil K. Jain from Michigan State University discussing biometric recognition. The talk will cover automated recognition of individuals based on biological and behavioral traits. It will also address challenges, research opportunities, and ongoing projects in Jain's lab related to biometrics. Why it matters: As biometric technologies become increasingly integrated into daily life across the Middle East, understanding their limitations and ethical implications is crucial for responsible development and deployment.
MBZUAI ·
Laurent Najman presented the Power Watershed (PW) optimization framework for image and data processing. The PW framework enhances graph-based data processing algorithms like random walker and ratio-cut clustering, leading to faster solutions. It can be adapted for graph-based cost minimization methods and integrated with deep learning networks. Why it matters: This framework could enable more efficient and scalable image and data processing algorithms relevant to computer vision and related fields in the Middle East.
KAUST ·
The KAUST Visual Computing (KAUST RC-VC) – Modeling and Reconstruction conference featured speakers from Simon Fraser University, Caltech, Cornell University, and Autodesk. Presentations covered topics like networking topology, shape matching and modeling, data-driven interpolation of optical properties, and computer graphics. Why it matters: The conference highlights KAUST's role in fostering international collaboration and advancing research in visual computing and related fields within Saudi Arabia.