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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
By discipline
All publications
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Latest publications
Morgan Buisson, Brian Mcfee, Slim Essid. Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis.
25th International Society for Music Information Retrieval (ISMIR) (2024)
, Nov 2024, San Francisco (CA), United States.
⟨hal-04665063⟩
Simon Delarue, Thomas Bonald, Tiphaine Viard. Link Prediction Without Learning.
European Conference on Artificial Intelligence
, Oct 2024, Santiago de compostela, Galicia, Spain.
⟨hal-04643971⟩
Julien Laval, Joël Chavas, Vanessa Troiani, William Snyder, Marisa Patti, et al.. Towards a foundation model for cortical folding.
Machine Learning in Clinical Neuroimaging (MLCN) Workshop - MICCAI (2024)
, Oct 2024, Marrakesh, Morocco.
⟨hal-04675425⟩
Ferran Alborch Escobar, Sébastien Canard, Fabien Laguillaumie, Duong Hieu Phan. Computational Differential Privacy for Encrypted Databases Supporting Linear Queries.
Proceedings on Privacy Enhancing Technologies
, 2024, 2024 (4), pp.583-604.
⟨10.56553/popets-2024-0131⟩
.
⟨hal-04659467⟩
Yiwen Peng, Thomas Bonald, Mehwish Alam. Refining Wikidata Taxonomy using Large Language Models.
ACM International Conference on Information and Knowledge Management
, Oct 2024, Boise, Idaho, United States.
⟨10.1145/3627673.3679156⟩
.
⟨hal-04687258⟩
Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gael Richard. WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion.
2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024)
, Sep 2024, London (UK), United Kingdom.
⟨hal-04685184⟩
Nada Mimouni, Jean-Claude Moissinac. Towards Efficient Exploitation of Large Knowledge Bases by Context Graphs.
SEMANTICS 2024
, Sep 2024, Amsterdam, Netherlands.
⟨hal-04628484⟩
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri. ASML: A Scalable and Efficient AutoML Solution for Data Streams.
AutoML 2024 - International Conference on Automated Machine Learning
, Sep 2024, Paris, France.
⟨hal-04581479v2⟩
Cristiano Ulondu Mendes, Emanuele Dalsasso, Yi Zhang, Loïc Denis, Florence Tupin. POLSAR2POLSAR: A SEMI-SUPERVISED DESPECKLING ALGORITHM FOR POLARIMETRIC SAR IMAGES. 2024.
⟨hal-04683566⟩
Liam Kelley, Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, et al.. RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation.
INTERSPEECH
, Sep 2024, Kos International Convention Center, Kos Island, Greece.
⟨hal-04632526⟩
Keywords
Reliability
Neural networks
Inverse problems
Semiconductor lasers
Training
Mathematical morphology
Remote sensing
Nonnegative matrix factorization
Optical feedback
Apprentissage statistique
Language
Optimisation
Visualization
SysML
Natural language processing
Sensors
Statistical learning
Apprentissage automatique
Design
LTE
Interference
Artificial intelligence
Stability
Evolution
Computer architecture
Interaction
Clustering
Simulation
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EEG
IoT
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Feature extraction
Deep learning
Modélisation
Privacy
Entropy
Game theory
Communication
Deep Learning
5G
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Hardware
Beamforming
Robustness
MIMO
Architecture
Stochastic geometry
Estimation
Complexity
Malliavin calculus
Source separation
Security
Convex optimization
Side-channel attacks
Coherent detection
HEVC
Computational modeling
Apprentissage profond
Side-channel analysis
Signal processing
Real-time systems
Internet
Scalability
Machine Learning
Non-negative matrix factorization
Audio source separation
Blockchain
Adaptation models
Classification
Unsupervised learning
Embedded systems
Internet of Things
Cognition
Cooperation
Data streams
Task analysis
FPGA
Propagation
Authentication
Data models
Scheduling
Consensus
SAR
Mobility
Conversation
Sécurité
Resource allocation
Segmentation
Receivers
Antennas
Cryptography
Anomaly detection
Change detection
Performance
Optimal transport
Image processing
Denoising
Detection
Number of fulltext
5 003
Number of references
6 310
Open access
52 %
Collaborations per country