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