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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⟩
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⟩
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⟩
Alasdair Newson, Yann Traonmilin. Disentangled latent representations of images with atomic autoencoders. 2023.
⟨hal-03962759⟩
Raphaël Achddou, Yann Gousseau, Saïd Ladjal. Fully synthetic training for image restoration tasks. 2023.
⟨hal-03940525⟩
Guillaume Larue. AI models for digital signal processing in future 6G-IoT networks. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2023. English.
⟨NNT : 2023IPPAT003⟩
.
⟨tel-03990483⟩
Dimitri Bouche. Function-valued regression with kernels : Improving speed, flexibility and robustness. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2023. English.
⟨NNT : 2023IPPAT001⟩
.
⟨tel-03968579⟩
Keywords
FPGA
Convex optimization
Resource allocation
Mobilité
Source separation
Signal processing
Scalability
Mathematical morphology
Optimal transport
Beamforming
Performance
HEVC
Diffusion
Interference
Sémantique
Stability
Side-channel analysis
Apprentissage statistique
Cooperation
MIMO
Estimation
Architecture
5G
Video coding
Side-channel attacks
IoT
Privacy
Deep Learning
Blockchain
Propagation
Game theory
Audio
Scheduling
Optimisation
Machine learning
Embedded systems
Nonnegative matrix factorization
Malliavin calculus
UWB
Cellular networks
Inverse problems
SAR
Stochastic geometry
LTE
Design
Visualization
Change detection
Image processing
Simulation
Optimization
SysML
Security
Apprentissage profond
Audio source separation
Machine Learning
Reliability
Safety
Authentication
Remote sensing
Non-negative matrix factorization
Anomaly detection
Denoising
Deep learning
Bootstrap
Interaction
Innovation
Mobility
Internet
Segmentation
Complexity
Embedded Systems
Unsupervised learning
Localization
Débruitage
Cognition
Conversation
Antennas
Apprentissage automatique
Consensus
Detection
Clustering
Ranking
Image denoising
Statistical learning
Optical packet switching
Classification
Radio channel
Sécurité
Language
Emotions
Thulium
Entropy
Information theory
EEG
Modélisation
Evolution
Cryptography
C-ITS
Communication
Coherent detection
Number of fulltext
4 406
Number of references
5 710
Open access
50 %
Collaborations per country