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