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Image, Data, Signal departement - IDS
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Latest publications
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⟩
Rémi Leluc. Monte Carlo Methods and Stochastic Approximation : Theory and Applications to Machine Learning. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2023. English.
⟨NNT : 2023IPPAT007⟩
.
⟨tel-04059775⟩
Keywords
Apprentissage automatique
Adaptive optics
Diffusion
Patches
Audio signal processing
Computer vision
Apprentissage statistique
Non-negative matrix factorization
Multimedia
Wavelets
Machine learning
Texture synthesis
Classification
Détection d'anomalies
Réseaux de neurones
Photographie
Nonnegative Matrix Factorization
Dynamical systems
Consistency
Variational inference
Matrix factorization
Computer Graphics
Image denoising
Magnetoencephalography MEG
Compression
Change detection
Télédétection
Non-local means
Estimation
Multivariate extremes
Machine Learning
Bipartite ranking
MRI
Deep learning
Optimal transport
Phase reconstruction
Hill estimator
Natural language processing
Wavelet analysis
Structural information
Optimization
Blind source separation
Signal processing
Informed source separation
EM algorithm
Audio source separation
Network coding
AVC
Brain imaging
Electroencephalography EEG
Source separation
Inverse problems
Image processing
Polarimetry
Feature selection
Compressed Sensing
Automatic speech recognition
Bootstrap
Denoising
Mathematical morphology
Computer graphics
Convex optimization
Clustering
Retina imaging
Super-resolution
EEG
Data augmentation
Débruitage
SAR
Ranking
Room impulse response
HEVC
Speech enhancement
Statistical learning
ESPRIT
Music information retrieval
Anomaly detection
Image understanding
Convolutional neural networks
Stochastic approximation
Imagerie médicale
Apprentissage profond
Spatial reasoning
Remote sensing
Feature learning
Reverberation
Video coding
Nonnegative matrix factorisation
Hidden Markov models
Nonnegative matrix factorization
Empirical risk minimization
View synthesis
Artificial intelligence
Wiener filtering
Fuzzy sets
Segmentation
Deep Learning
Spatial relations
Synchronization
Inverse problem
Number of fulltext
1 276
Number of references
1 687
Open access
Collaborations per country