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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
MIC - Mathematics of Information & Communication
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
By discipline
All publications
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Latest publications
Mehwish Alam, Genet Asefa Gesese, Pierre-Henri Paris. Neurosymbolic Methods for Dynamic Knowledge Graphs.
Handbook on Neurosymbolic Artificial Intelligence
, In press.
⟨hal-04792151⟩
Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda. AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder.
IEEE International Conference on Acoustics, Speech, and Signal Processing
, Apr 2025, Hyderabad, India.
⟨hal-04891286⟩
Andrea Gurioli, Maurizio Gabbrielli, Stefano Zacchiroli. Is This You, LLM? Recognizing AI-written Programs with Multilingual Code Stylometry.
IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2025
, Mar 2025, Montréal, Canada.
⟨10.48550/arXiv.2412.14611⟩
.
⟨hal-04845581⟩
Johannes Mäkelburg, Yiwen Peng, Mehwish Alam, Tobias Weller, Maribel Acosta. Markov Process-Based Graph Convolutional Networks for Entity Classification in Knowledge Graphs.
International Conference on Agents and Artificial Intelligence (ICAART 2025)
, Feb 2025, Porto, Portugal.
⟨hal-04837417⟩
Laure Coutin, Laurent Decreusefond. Invertibility of functionals of the Poisson process and applications.
Annals of Probability
, In press.
⟨hal-04153437v2⟩
Robin Héron, Stéphane Safin, Michael J Baker, Zhuoming Zhang, Eric Lecolinet, et al.. Touching at a distance: the elaboration of communicative functions from the perspective of the interactants.
Frontiers in Psychology
, 2024, 15,
⟨10.3389/fpsyg.2024.1497289⟩
.
⟨hal-04846977⟩
Mostafa Cherif, Tobías I. Liaudat, Jonathan Kern, Christophe Kervazo, Jérôme Bobin. Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry.
NEURIPS 2024 ML4PS : Machine Learning and the Physical Sciences Workshop
, Dec 2024, Vancouver, Canada.
⟨hal-04767562⟩
Bruno Costacèque-Cecchi. Stein's method for extreme value distributions. Probability [math.PR]. Institut Polytechnique de Paris, 2024. English.
⟨NNT : 2024IPPAT045⟩
.
⟨tel-04874813⟩
Peng Yu. Improving Decision Tree Learning. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2024. English.
⟨NNT : 2024IPPAT037⟩
.
⟨tel-04885475⟩
Scott Pesme, Radu-Alexandru Dragomir, Nicolas Flammarion. Implicit Bias of Mirror Flow on Separable Data.
NeurIPS 2024 : The 38th Annual Conference on Neural Information Processing Systems
, Dec 2024, Vancouver, Canada.
⟨hal-04807077⟩
Keywords
Receivers
Predictive models
Interference
Evolution
Architecture
Deep learning
Entropy
Neural networks
Stochastic geometry
Machine learning
Malliavin calculus
Coherent detection
Optimisation
Antennas
Source separation
FPGA
Clustering
Mathematical morphology
Image processing
Compression
Consensus
Security
Communication
Apprentissage profond
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Side-channel attacks
Resource allocation
Training
Blockchain
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5G
Sensors
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Apprentissage automatique
HEVC
Task analysis
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Unsupervised learning
Deep Learning
Internet of Things
Modélisation
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Adaptation models
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Apprentissage statistique
Convex optimization
Machine Learning
Segmentation
MIMO
Classification
Optical feedback
Signal processing
Robustness
Cryptography
Explainability
Beamforming
Change detection
Propagation
Non-negative matrix factorization
Statistical learning
Optimal transport
Data streams
Scalability
Interaction
Audio source separation
Data models
Artificial intelligence
Nonnegative matrix factorization
Real-time systems
Cooperation
Denoising
Game theory
Visualization
Computational modeling
Simulation
Computer architecture
Detection
Privacy
EEG
Performance
Semiconductor lasers
Hardware
Reliability
Internet
Natural language processing
Inverse problems
Language
Conversation
IoT
Feature extraction
Embedded systems
SysML
Scheduling
Sécurité
Design
Mobilité
Number of fulltext
5 108
Number of references
6 375
Open access
52 %
Collaborations per country