LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields

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Knowledge-Aware Visual Question Generation for Remote Sensing Images

Devis Tuia, Javiera Francisca Castillo Navarro, Li Mi

With the rapid development of remote sensing image archives, asking questions about images has become an effective way of gathering specific information or performing image retrieval. However, automatically generated image-based questions tend to be simpli ...

IEEE2024

Analysis of Monitoring Strategies for Photovoltaic Water Pumping Systems in Low-Income Remote Areas

Matthias Heinrich

Photovoltaic water pumping systems (PVWPS) can greatly enhance access to clean water in rural and low-income regions of sub-Saharan Africa, thereby contributing to improved health and well-being. PVWPS monitoring can significantly help for effective operat ...

Institute of Electrical and Electronics Engineers Inc.2024

Rigorous Dynamical Mean-Field Theory for Stochastic Gradient Descent Methods

Lenka Zdeborová, Florent Gérard Krzakala, Emanuele Troiani

We prove closed-form equations for the exact high-dimensional asymptotics of a family of first-order gradient-based methods, learning an estimator (e.g., M-estimator, shallow neural network) from observations on Gaussian data with empirical risk minimizati ...

Society for Industrial & Applied Mathematics (SIAM)2024

Combining general and personal models for epilepsy detection with hyperdimensional computing

David Atienza Alonso, Tomas Teijeiro Campo, Una Pale

Epilepsy is a highly prevalent chronic neurological disorder with great negative impact on patients' daily lives. Despite this there is still no adequate technological support to enable epilepsy detection and continuous outpatient monitoring in everyday li ...

Elsevier2024

Combining Multi-Level Modeling with Automatic Control Synthesis for Multi-Robot Systems

Cyrill Silvan Baumann

As robotic systems become more and more pervasive in our daily lives, automating the design of their controllers is a highly desirable and important goal. There are, however, significant computational challenges due to the costly evaluation of candidate co ...

EPFL2024