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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
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Latest publications
Yoto Fujita, Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, et al.. Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising.
2024 APSIPA : Asia-Pacific Signal and Information Processing Association
, Dec 2024, Macau China, China.
⟨hal-04736454⟩
Lihu Chen, Alexandre Perez-Lebel, Fabian Suchanek, Gaël Varoquaux. Reconfidencing LLM Uncertainty from the Grouping Loss Perspective.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing
, Nov 2024, Miami, United States.
⟨10.48550/arXiv.2402.04957⟩
.
⟨hal-04750567⟩
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-04665063v2⟩
Badis Hammi, Joel Hachem, Ali Rachini, Rida Khatoun. Malware detection through windows system call analysis.
9th International Conference On Mobile And Secure Services (MOBISECSERV)
, Nov 2024, Miami, United States. pp.7.
⟨hal-04739413⟩
Paraskevas Stamatiadis, Michel Olvera, Slim Essid. SALT: STANDARDIZED AUDIO EVENT LABEL TAXONOMY.
DCASE
, Oct 2024, Tokyo, Japan.
⟨hal-04695595⟩
Michel Olvera, Paraskevas Stamatiadis, Slim Essid. A SOUND DESCRIPTION: EXPLORING PROMPT TEMPLATES AND CLASS DESCRIPTIONS TO ENHANCE ZERO-SHOT AUDIO CLASSIFICATION.
DCASE 2024 - 9th Workshop on Detection and Classification of Acoustic Scenes and Events
, Oct 2024, Tokyo, Japan.
⟨hal-04701759⟩
Rajaa El Hamdani, Thomas Bonald, Fragkiskos D. Malliaros, Nils Holzenberger, Fabian M. Suchanek. The Factuality of Large Language Models in the Legal Domain.
CIKM 2024 - 33rd ACM International Conference on Information and Knowledge Management
, Oct 2024, Boise Idaho, United States.
⟨hal-04701151⟩
Simon Delarue, Thomas Bonald, Tiphaine Viard. Link Prediction Without Learning.
European Conference on Artificial Intelligence
, Oct 2024, Santiago de compostela, Galicia, Spain.
⟨hal-04643971⟩
Kamélia Daudel, François Roueff. Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound. 2024.
⟨hal-04738844⟩
Clemens Nylandsted Klokmose, James R Eagan, Peter van Hardenberg. MyWebstrates: Webstrates as Local-first Software.
UIST '24: ACM Symposium on User Interface Software and Technology
, Oct 2024, Pittsburgh, Pennsylvania, United States.
⟨10.1145/3654777.3676445⟩
.
⟨hal-04700748⟩
Keywords
Deep learning
Evolution
Language
Clustering
Visualization
Machine learning
Nonnegative matrix factorization
Audio source separation
Robustness
Reliability
Semiconductor lasers
Neural networks
Anomaly detection
Communication
Training
Optical feedback
Detection
Apprentissage automatique
Internet of Things
Cognition
Remote sensing
Interference
Performance
Non-negative matrix factorization
Stability
Classification
Entropy
Real-time systems
Feature extraction
Side-channel attacks
Mobility
Coherent detection
Signal processing
Unsupervised learning
Computational modeling
Stochastic geometry
SysML
Inverse problems
Denoising
Sensors
Interaction
Consensus
Estimation
Artificial intelligence
Safety
Data streams
Blockchain
Receivers
Mathematical morphology
Architecture
Optimal transport
Segmentation
Hardware
Change detection
Deep Learning
Image processing
Complexity
Adaptation models
Machine Learning
FPGA
Side-channel analysis
Malliavin calculus
Privacy
Data models
Optimization
Apprentissage profond
Scalability
Simulation
Cooperation
Security
Sécurité
EEG
Conversation
Scheduling
MIMO
Resource allocation
Modélisation
Optimisation
Propagation
Cryptography
Formal verification
IoT
Natural language processing
Internet
Game theory
Mobilité
Beamforming
Explainability
5G
Source separation
SAR
Antennas
Embedded systems
LTE
Convex optimization
Apprentissage statistique
Design
HEVC
Computer architecture
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Number of fulltext
5 046
Number of references
6 314
Open access
52 %
Collaborations per country