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Image, Data, Signal departement - IDS
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Latest publications
Gaël Richard, Paris Smaragdis, Sharon Gannot, Patrick A Naylor, Shoji Makino, et al.. Audio Signal Processing in the 21st Century.
IEEE Signal Processing Magazine
, 2023,
⟨10.1109/MSP.2023.3276171⟩
.
⟨hal-04112575⟩
Florian Angulo, Slim Essid, Geoffroy Peeters, Christophe Mietlicki. Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities.
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
, Jun 2023, Rhodes Island, Greece. pp.1-5,
⟨10.1109/ICASSP49357.2023.10095833⟩
.
⟨hal-04093374⟩
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⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. LEARNING INTERPRETABLE FILTERS IN WAV-UNET FOR SPEECH ENHANCEMENT.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, Jun 2023, Rhodes, Greece.
⟨hal-04048829⟩
Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli. Fine-tuning strategies for faster inference using speech self-supervised models: a comparative study.
ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing
, Jun 2023, Rhodes, Greece.
⟨hal-04076307⟩
Alasdair Newson, Yann Traonmilin. Disentangled latent representations of images with atomic autoencoders. 2023.
⟨hal-03962759v2⟩
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⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. 2023.
⟨hal-03228252v3⟩
Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière, Dominique Vaufreydaz. Autoregressive GAN for Semantic Unconditional Head Motion Generation. 2023.
⟨hal-03833759v2⟩
Keywords
Estimation
Imagerie médicale
Convolutional neural networks
Détection d'anomalies
Hidden Markov models
Synchronization
Inverse problem
Wiener filtering
Optimal transport
Denoising
Matrix factorization
Image denoising
Statistical learning
Machine Learning
Computer vision
Optimization
View synthesis
Feature learning
Spatial relations
Blind source separation
Brain imaging
Débruitage
Video coding
Télédétection
Dynamical systems
Image processing
Room impulse response
Diffusion
Anomaly detection
Feature selection
Polarimetry
Computer graphics
Fuzzy sets
Non-local means
Classification
Nonnegative matrix factorization
Segmentation
Spatial reasoning
Audio source separation
Consistency
Multivariate extremes
MRI
ESPRIT
Source separation
Patches
Network coding
Bootstrap
Inverse problems
Artificial intelligence
Deep learning
Variational inference
Natural language processing
Réseaux de neurones
Electroencephalography EEG
Deep Learning
Multimedia
Magnetoencephalography MEG
Nonnegative matrix factorisation
EEG
Compressed Sensing
HEVC
Remote sensing
Reverberation
Apprentissage profond
Mathematical morphology
Hill estimator
Adaptive optics
Photographie
Ranking
Apprentissage statistique
Image understanding
Informed source separation
Audio signal processing
Clustering
Change detection
Phase reconstruction
Non-negative matrix factorization
Empirical risk minimization
SAR
Wavelets
Automatic speech recognition
Compression
Bipartite ranking
Speech enhancement
Signal processing
Convex optimization
Stochastic approximation
Apprentissage automatique
Computer Graphics
AVC
EM algorithm
Wavelet analysis
Nonnegative Matrix Factorization
Super-resolution
Machine learning
Texture synthesis
Data augmentation
Structural information
Music information retrieval
Retina imaging
Number of fulltext
1 277
Number of references
1 687
Open access
Collaborations per country