Gilles Gasso - researchr alias

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Viewing Publication 1 - 42 from 42

2023

Fast Optimal Transport through Sliced Generalized Wasserstein GeodesicsGuillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty. nips 2023: [doi]

2022

Integrating Isolated Examples with Weakly-Supervised Sound Event Detection: A Direct ApproachMohammad Abdollahi, Romain Serizel, Alain Rakotomamonjy, Gilles Gasso. dcase 2022: [doi]

Theoretical guarantees for bridging metric measure embedding and optimal transportMokhtar Z. Alaya, Maxime Bérar, Gilles Gasso, Alain Rakotomamonjy. ijon, 468:416-430, 2022. [doi]

Bregman Neural NetworksJordan Frécon, Gilles Gasso, Massimiliano Pontil, Saverio Salzo. icml 2022: 6779-6792 [doi]

On The Impact of Normalization Strategies in Unsupervised Adversarial Domain Adaptation for Acoustic Scene ClassificationMichel Olvera, Emmanuel Vincent 0001, Gilles Gasso. icassp 2022: 631-635 [doi]

From SIR to SEAIRD: A novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19Komi Midzodzi Pekpe, Djamel Zitouni, Gilles Gasso, Wajdi Dhifli, Benjamin C. Guinhouya. apin, 52(1):71-80, 2022. [doi]

Optimal transport for conditional domain matching and label shiftAlain Rakotomamonjy, Rémi Flamary, Gilles Gasso, M. El Alaya, Maxime Berar, Nicolas Courty. ml, 111(5):1651-1670, 2022. [doi]

Convergent Working Set Algorithm for Lasso with Non-Convex Sparse RegularizersAlain Rakotomamonjy, Rémi Flamary, Joseph Salmon, Gilles Gasso. aistats 2022: 5196-5211 [doi]

Physically-admissible polarimetric data augmentation for road-scene analysisCyprien Ruffino, Rachel Blin, Samia Ainouz 0001, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu. cviu, 222:103495, 2022. [doi]

Identifying patterns in trunk/head/elbow changes of riders and non-riders: A cluster analysis approachImen Trabelsi, Romain Hérault, Héloise Baillet, Régis Thouvarecq, Ludovic Seifert, Gilles Gasso. cbm, 143:105193, 2022. [doi]

2021

Unbalanced Optimal Transport through Non-negative Penalized Linear RegressionLaetitia Chapel, Rémi Flamary, Haoran Wu, Cédric Févotte, Gilles Gasso. nips 2021: 23270-23282 [doi]

2020

Learning from Partially Labeled Sequences for Behavioral Signal AnnotationAnna Aniszewska-Stepien, Romain Hérault, Guillaume Hacques, Ludovic Seifert, Gilles Gasso. pkdd 2020: 126-139 [doi]

Partial Optimal Tranport with applications on Positive-Unlabeled LearningLaetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso. nips 2020: [doi]

Object Detection in the DCT Domain: is Luminance the Solution?Benjamin Deguerre, Clément Chatelain 0001, Gilles Gasso. icpr 2021: 2627-2634 [doi]

Open Set Domain Adaptation Using Optimal TransportMarwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso. pkdd 2021: 412-435 [doi]

Foreground-Background Ambient Sound Scene SeparationMichel Olvera, Emmanuel Vincent 0001, Romain Serizel, Gilles Gasso. eusipco 2020: 281-285 [doi]

Pixel-wise conditioned generative adversarial networks for image synthesis and completionCyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso. ijon, 416:218-230, 2020. [doi]

2019

Screening Sinkhorn Algorithm for Regularized Optimal TransportMokhtar Z. Alaya, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy. nips 2019: 12169-12179 [doi]

Fast object detection in compressed JPEG ImagesBenjamin Deguerre, Clément Chatelain 0001, Gilles Gasso. itsc 2019: 333-338 [doi]

Gradient-based deterministic inversion of geophysical data with generative adversarial networks: Is it feasible?Eric Laloy, Niklas Linde, Cyprien Ruffino, Romain Hérault, Gilles Gasso, Diederik Jacques. gandc, 133, 2019. [doi]

Screening rules for Lasso with non-convex Sparse RegularizersAlain Rakotomamonjy, Gilles Gasso, Joseph Salmon. icml 2019: 5341-5350 [doi]

Palmprint recognition with an efficient data driven ensemble classifierImad Rida, Romain Hérault, Gian Luca Marcialis, Gilles Gasso. prl, 126:21-30, 2019. [doi]

Pixel-wise Conditioning of Generative Adversarial NetworksCyprien Ruffino, Romain Hérault, Eric Laloy, Gilles Gasso. esann 2019: [doi]

2016

DC Proximal Newton for Nonconvex Optimization ProblemsAlain Rakotomamonjy, Rémi Flamary, Gilles Gasso. tnn, 27(3):636-647, 2016. [doi]

2015

Importance sampling strategy for non-convex randomized block-coordinate descentRémi Flamary, Alain Rakotomamonjy, Gilles Gasso. camsap 2015: 301-304 [doi]

Histogram of Gradients of Time-Frequency Representations for Audio Scene ClassificationAlain Rakotomamonjy, Gilles Gasso. taslp, 23(1):142-153, 2015. [doi]

2014

Supervised Music Chord RecognitionImad Rida, Romain Herault, Gilles Gasso. icmla 2014: 336-341 [doi]

2013

Emotional Influence on SSVEP Based BCIYachen Zhu, Xilan Tian, Guobing Wu, Gilles Gasso, Shangfei Wang, Stéphane Canu. acii 2013: 859-864 [doi]

2012

2011

2009

Recovering sparse signals with a certain family of nonconvex penalties and DC programmingGilles Gasso, Alain Rakotomamonjy, Stéphane Canu. tsp, 57(12):4686-4698, 2009. [doi]

2008

Regularization path for Ranking SVMKarina Zapien Arreola, Thomas Gärtner, Gilles Gasso, Stéphane Canu. esann 2008: 415-420 [doi]

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