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Information Processing and Communication Laboratory - LTCI
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By team
ACES - Autonomic and Critical Embedded Systems
C2 - Cybersecurity et Cryptography
C2S - Circuits and Communications Systems
ComNum - Digital Communications
DIG - Data, Intelligence and Graphs
DIVA - Design, Interaction, Vizualization and Applications
GTO - Optical Telecommunications
IMAGES - Image, Modeling, Analysis, GEométry, Synthesis
QTY - Quriosity
LabSoC - System on Chip
MM - Multimedia
RFM2 - Radio Frequency, Microwaves and Millimeter Waves
RMS - Networks, Mobility and Services
S2A - Signal, Statistics and Learning
SSH - Secure and Safe Hardware
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Latest publications
Ana de Almeida Borges, Annalí Casanueva Artís, Jean-Rémy Falleri, Emilio Jesús Gallego Arias, Érik Martin-Dorel, et al.. Lessons for Interactive Theorem Proving Researchers from a Survey of Coq Users.
14th International Conference on Interactive Theorem Proving (ITP 2023)
, Jul 2023, Białystok, Poland. pp.1-18.
⟨hal-04098856⟩
Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori. Integrating Prior Knowledge in Contrastive Learning with Kernel.
40 th International Conference on Machine Learning
, Jul 2023, Honolulu, United States.
⟨hal-04111825⟩
Gaël Richard, Paris Smaragdis, Sharon Gannot, Patrick A Naylor, Shoji Makino, et al.. Audio Signal Processing in the 21st Century.
IEEE Signal Processing Magazine
, 2023,
⟨10.1109/MSP.2023.3276171⟩
.
⟨hal-04112575⟩
Benoît-Marie Robaglia, Marceau Coupechoux, Dimitrios Tsilimantos, Apostolos Destounis. SeqDQN: Multi-Agent Deep Reinforcement Learning for Uplink URLLC with Strict Deadlines.
EuCNC & 6G Summit
, Jun 2023, Gothenburg, Sweden.
⟨hal-04082578⟩
Arsalan Ahmed, Marceau Coupechoux. The Long Road to Sobriety: Estimating the Operational Power Consumption of Cellular Base Stations in France.
The International Conference on Information and Communications Technology for Sustainability (ICT4S)
, Jun 2023, Rennes, France.
⟨hal-04082598⟩
Florian Angulo, Slim Essid, Geoffroy Peeters, Christophe Mietlicki. Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities.
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
, Jun 2023, Rhodes Island, Greece. pp.1-5,
⟨10.1109/ICASSP49357.2023.10095833⟩
.
⟨hal-04093374⟩
Changhong Wang, Vincent Lostanlen, Mathieu Lagrange. Explainable Audio Classification of Playing Techniques with Layer-wise Relevance Propagation.
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, Jun 2023, Lalyssos, Greece.
⟨hal-04029145⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. LEARNING INTERPRETABLE FILTERS IN WAV-UNET FOR SPEECH ENHANCEMENT.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, Jun 2023, Rhodes, Greece.
⟨hal-04048829⟩
Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli. Fine-tuning strategies for faster inference using speech self-supervised models: a comparative study.
ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing
, Jun 2023, Rhodes, Greece.
⟨hal-04076307⟩
Marc Lafon, Elias Ramzi, Clément Rambour, Nicolas Thome. Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection. 2023.
⟨hal-04112184v1⟩
Keywords
Cellular networks
Anomaly detection
C-ITS
Side-channel attacks
Scalability
Ranking
5G
Antennas
Stochastic geometry
Formal verification
Embedded systems
Stability
Mobilité
IoT
Consensus
Scheduling
Classification
Optimal transport
Sémantique
Coherent detection
Localization
Reliability
HEVC
Simulation
FPGA
Optimization
Video coding
Audio source separation
Apprentissage automatique
Design
Radio channel
Diffusion
Convex optimization
Apprentissage statistique
Security
Conversation
Complexity
Sécurité
Statistical learning
Thulium
Cognition
Communication
LTE
Internet of Things
Optical packet switching
Denoising
Resource allocation
Cognitive radio
Signal processing
Mathematical morphology
Internet
SAR
Débruitage
Beamforming
Change detection
Image processing
Propagation
Bootstrap
Visualization
Nonnegative matrix factorization
Evolution
SysML
Architecture
Mobility
Estimation
Safety
Source separation
Privacy
Non-negative matrix factorization
Clustering
Cryptography
Deep learning
Apprentissage profond
MIMO
Emotions
Embedded Systems
Machine Learning
Segmentation
Modélisation
Game theory
Unsupervised learning
Interaction
UML
Entropy
Side-channel analysis
Optimisation
Remote sensing
Deep Learning
Language
Cooperation
Performance
UWB
Blockchain
Authentication
Malliavin calculus
Audio
Detection
Inverse problems
EEG
Machine learning
Number of fulltext
4 464
Number of references
5 823
Open access
50 %
Collaborations per country