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