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Related publications (60)
MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks
Martin Jaggi, Mary-Anne Hartley, Vinitra Swamy, Jibril Albachir Frej, Thierry Bossy, Thijs Vogels, Malika Satayeva
Predicting multiple real-world tasks in a single model often requires a particularly diverse feature space. Multimodal (MM) models aim to extract the synergistic predictive potential of multiple data types to create a shared feature space with aligned sema ...
2023Methodology for selecting measurement points that optimize information gain for model updating
Information collected through sensor measurements has the potential to improve knowledge of complex-system behavior, leading to better decisions related to system management. In this situation, and particularly when using digital twins, the quality of sens ...
2023Formalizing GADT constraint reasoning in Scala
Generalized algebraic data types (GADTs) are a powerful tool allowing to express invariants leveraging the type system. Scala 3 considerably improves the support of GADTs with respect to its predecessor Scala 2. A unique feature of Scala 3, compared to lan ...
2021Heterogeneous Memory Organizations in Embedded Systems. Placement of Dynamic Data Objects
This book defines and explores the problem of placing the instances of dynamic data types on the components of the heterogeneous memory organization of an embedded system, with the final goal of reducing energy consumption and improving performance. It is ...
Springer International Publishing2020Fine-Grain Checkpointing with In-Cache-Line Logging
James Richard Larus, David Teksen Aksun, Nachshon Cohen
Non-Volatile Memory offers the possibility of implementing high-performance, durable data structures. However, achieving performance comparable to well-designed data structures in non-persistent (transient) memory is difficult, primarily because of the cos ...
ACM2019ORide: A Privacy-Preserving yet Accountable Ride-Hailing Service
Jean-Pierre Hubaux, Juan Ramón Troncoso-Pastoriza, Kévin Clément Huguenin, Italo Ivan Dacosta Petrocelli, Thi Van Anh Pham, Guillaume Francois Maurice Endignoux
In recent years, ride-hailing services (RHSs) have become increasingly popular, serving millions of users per day. Such systems, however, raise significant privacy concerns, because service providers are able to track the precise mobility patterns of all r ...
2017