5 citations · 7 across the 9 of their papers we have counts for
9 papers
How Far Do Simple Transformations Translate Across Text Embedding Models?
Sid Ali Hamideche, Louis-Adrien Dufrène, Quentin Lampin +1
We investigate whether simple transformations can translate representations across heterogeneous text embedding models. Understanding how independently trained models organize sema…
Bridging the Data Gap: Digital Twin as a New Paradigm for AI-based Radio Sensing
Éloi Sainte-Beuve, Guillaume Larue, Louis-Adrien Dufrène +2
We present a methodology that places a 3D digital twin (DT) of the environment as the main enabler behind the development of radio sensing at scale. The DT acts as a world model, p…
Learning High-Dimensional Parity Functions with Product Networks using Gradient Descent
Guillaume Larue, Louis-Adrien Dufrène, Quentin Lampin +2
Parity functions are fundamental Boolean operations with critical applications across machine learning, cryptography, and error correction. Yet, learning high-dimensional parity fu…
Learning Linear Block Codes with Gradient Quantization
Louis-Adrien Dufrène, Quentin Lampin, Guillaume Larue
This study investigates the problem of learning linear block codes optimized for Belief-Propagation decoders significantly improving performance compared to the state-of-the-art. O…
Dynamic Power Allocation in OFDM ISAC for Time of Arrival Estimation
Ali Al Khansa, Giyyarpuram Madhusudan, Guillaume Larue +1
Resource allocation in Integrated Sensing and Communication (ISAC) systems is critical for balancing communication and sensing performance. This paper introduces a novel dynamic po…
Semantic Communications Services within Generalist Operated Networks
Quentin Lampin, Louis-Adrien Dufrène, Guillaume Larue
This paper addresses the challenge of integrating semantic communication principles into operated networks, traditionally optimized based on network-centric metrics rather than app…
Optimizing Energy Efficiency of 5G RedCap Beam Management for Smart Agriculture Applications
Manishika Rawat, Matteo Pagin, Marco Giordani +3
Beam management in 5G NR involves the transmission and reception of control signals such as Synchronization Signal Blocks (SSBs), crucial for tasks like initial access and/or chann…
Minimizing Energy Consumption for 5G NR Beam Management for RedCap Devices
Manishika Rawat, Matteo Pagin, Marco Giordani +3
In 5G New Radio (NR), beam management entails periodic and continuous transmission and reception of control signals in the form of synchronization signal blocks (SSBs), used to per…
5G NR-Light at Millimeter Waves: Design Guidelines for Mid-Market IoT Use Cases
Matteo Pagin, Tommaso Zugno, Marco Giordani +3
5th generation (5G) systems have been designed with three main objectives in mind: increasing throughput, reducing latency, and enabling reliable communications. To meet these (oft…