Interactive Free Viewpoint Video Streaming Using Prioritized Network Coding

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In control system networks, reconfiguration of the controller when agents are leaving or joining the network is still an open challenge, in particular when operation constraints that depend on each agent's behavior must be met. Drawing our motivation from ...

Modern data-driven science often consists of iterative cycles of data discovery, acquisition, preparation, analysis, model building and validation leading to knowledge discovery as well as dissemination at scale. The unique challenges of building and simul ...

Deep neural networks have become ubiquitous in today's technological landscape, finding their way in a vast array of applications. Deep supervised learning, which relies on large labeled datasets, has been particularly successful in areas such as image cla ...

With the advent of the Square Kilometre Array Observatory (SKAO), scientists will be able to directly observe the Epoch of Reionization by mapping the distribution of neutral hydrogen at different redshifts. While physically motivated results can be simula ...

Time-sensitive networks, as in the context of IEEE Time-Sensitive Networking (TSN) and IETF Deterministic Networking (DetNet), offer deterministic services with guaranteed bounded latency in order to support safety-critical applications. In this thesis, we ...

This thesis focuses on two selected learning problems: 1) statistical inference on graphs models, and, 2) gradient descent on neural networks, with the common objective of defining and analysing the measures that characterize the fundamental limits. In th ...

Cavities concentrate light and enhance its interaction with matter. Confining to microscopic volumes is necessary for many applications but space constraints in such cavities limit the design freedom. Here we demonstrate stable optical microcavities by cou ...

The CA1 region of the hippocampus is one of the most studied regions of the rodent brain, thought to play an important role in cognitive functions such as memory and spatial navigation. Despite a wealth of experimental data on its structure and function, i ...

Interactive Free Viewpoint Video Streaming Using Prioritized Network Coding

Chattez avec Graph Search

Model Predictive Control for Multi-Agent Systems under Limited Communication and Time-Varying Network Topology

Blue Brain Nexus: An open, secure, scalable system for knowledge graph management and data-driven science

Deep Learning Generalization with Limited and Noisy Labels

PINION: physics-informed neural network for accelerating radiative transfer simulations for cosmic reionization

Worst-Case Delay Analysis of Time-Sensitive Networks with Network Calculus

Fundamental Limits in Statistical Learning Problems: Block Models and Neural Networks

Metasurface-stabilized optical microcavities

Community-based reconstruction and simulation of a full-scale model of region CA1 of rat hippocampus