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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
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⟩
Hari Hara Gowtham, Amal Dev Parakkat, Marie-Paule Cani. PointCloudSlicer: Gesture-based segmentation of point clouds.
44th Annual Conference of the European Association for Computer Graphics (EUROGRAPHICS 2023)
, European Association for Computer Graphic, May 2023, Saarbruck, Germany.
⟨hal-04013673⟩
Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek. GLADIS: A General and Large Acronym Disambiguation Benchmark.
EACL 2023 - The 17th Conference of the European Chapter of the Association for Computational Linguistics
, May 2023, Dubrovnik, Croatia.
⟨hal-04039173⟩
Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori. Unbiased Supervised Contrastive Learning.
ICLR
, May 2023, Kigali, Rwanda.
⟨hal-03993128⟩
Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori. CONTRASTIVE LEARNING FOR REGRESSION IN MULTI-SITE BRAIN AGE PREDICTION.
IEEE ISBI (International Symposium on Biomedical Imaging )
, Apr 2023, Cartagena de Indias, Colombia.
⟨hal-03993158⟩
Emma Sarfati, Alexandre Bone, Marc-Michel Rohe, Pietro Gori, Isabelle Bloch. Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies.
IEEE ISBI
, Apr 2023, Cartagena de Indias, Colombia.
⟨hal-03993204⟩
Louis Bahrman, Marina Krémé, Paul Magron, Antoine Deleforge. Signal Inpainting from Fourier Magnitudes. 2023.
⟨hal-03832480v2⟩
Anass Aghbalou, François Portier, Anne Sabourin, Chen Zhou. Tail Inverse Regression: dimension reduction for prediction of extremes. 2023.
⟨hal-04032206⟩
Ludovic Apvrille, Bastien Sultan, Oana Hotescu, Pierre de Saqui-Sannes, Sophie Coudert. Mutation of Formally Verified SysML Models.
11th internationl conference on Model-Based Software and Systems Engineering (Modelsward'2023)
, Feb 2023, Lisbonne, Portugal.
⟨hal-04002298⟩
Théo Zimmermann, Jean-Rémy Falleri. A grounded theory of Community Package Maintenance Organizations. 2023.
⟨hal-03976601⟩
Keywords
Statistical learning
Deep learning
Conversation
Signal processing
Privacy
Sécurité
Emotions
5G
IoT
HEVC
Performance
Thulium
Side-channel attacks
UWB
Cryptography
C-ITS
Game theory
Propagation
Video coding
Detection
Machine Learning
Convex optimization
Resource allocation
Segmentation
Optical packet switching
Mobilité
Simulation
Safety
Audio source separation
Complexity
Optimal transport
Information theory
Scheduling
Innovation
Apprentissage profond
Coherent detection
Localization
Image processing
Entropy
Security
Reliability
Stability
Ranking
Cellular networks
Consensus
Estimation
Interaction
Classification
Nonnegative matrix factorization
Bootstrap
Cognition
Mathematical morphology
EEG
FPGA
Beamforming
Visualization
Communication
Remote sensing
Machine learning
Authentication
Unsupervised learning
Scalability
Cooperation
Blockchain
Design
Débruitage
Antennas
Radio channel
Audio
Optimization
Optimisation
Image denoising
Interference
Embedded systems
Malliavin calculus
Non-negative matrix factorization
Language
MIMO
Mobility
Side-channel analysis
Modélisation
SysML
Inverse problems
Diffusion
Internet
Architecture
Evolution
LTE
Source separation
Anomaly detection
Embedded Systems
Change detection
Denoising
Apprentissage automatique
SAR
Stochastic geometry
Clustering
Apprentissage statistique
Deep Learning
Sémantique
Number of fulltext
4 412
Number of references
5 716
Open access
50 %
Collaborations per country