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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
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⟩
Wen-Jie Tseng, Samuel Huron, Eric Lecolinet, Jan Gugenheimer. FingerMapper: Mapping Finger Motions onto Virtual Arms to Enable Safe Virtual Reality Interaction in Confined Spaces.
In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI ’23)
, Apr 2023, Hamburg, Germany.
⟨10.1145/3544548.3580736⟩
.
⟨hal-04001768⟩
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⟩
Tamim El Ahmad, Luc Brogat-Motte, Pierre Laforgue, Florence d'Alché-Buc. Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels. 2023.
⟨hal-04001898⟩
Keywords
MIMO
Side-channel analysis
Design
Apprentissage automatique
Innovation
IoT
Ranking
SysML
Visualization
Safety
Interaction
UWB
Malliavin calculus
Entropy
Stochastic geometry
Beamforming
Language
Conversation
Optimization
Sémantique
Emotions
Inverse problems
Information theory
Coherent detection
C-ITS
Localization
Resource allocation
SAR
Propagation
Change detection
Simulation
Denoising
Débruitage
Apprentissage statistique
Convex optimization
Anomaly detection
Complexity
Communication
Privacy
Cognition
Bootstrap
Segmentation
Interference
Architecture
Clustering
Stability
Cryptography
Cooperation
Sécurité
Nonnegative matrix factorization
Non-negative matrix factorization
Remote sensing
HEVC
Classification
Cellular networks
Video coding
Scheduling
Optical packet switching
Scalability
Radio channel
Statistical learning
Estimation
Blockchain
Security
Deep Learning
Evolution
LTE
Authentication
Machine Learning
Side-channel attacks
Image denoising
Antennas
Embedded systems
Detection
Source separation
Signal processing
Mathematical morphology
FPGA
Audio
Diffusion
Optimisation
Deep learning
Mobility
Performance
Consensus
Reliability
Audio source separation
Mobilité
Internet
Game theory
5G
Optimal transport
EEG
Thulium
Machine learning
Embedded Systems
Image processing
Unsupervised learning
Modélisation
Apprentissage profond
Number of fulltext
4 421
Number of references
5 714
Open access
50 %
Collaborations per country