Valentin Emiya

36 papers A* 1Misc 9Journal 13Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Learning Permutations in Monarch Factorization. ICASSP Mimoun Mohamed, Valentin Emiya, Caroline Chaux
2024	A*	`conf`	Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm. ICML Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
2023	J	`jnl`	Support Exploration Algorithm for Sparse Support Recovery. CoRR Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux
2022	—	`conf`	Vessel Behaviour Classification from AIS Without Geographical Biases. ITSC Raphael Sturgis, Valentin Emiya, Basile Couëtoux, Pierre Garreau
2021	J	`jnl`	Editorial: Reconstruction of Audio From Incomplete or Highly Degraded Observations. IEEE J. Sel. Top. Signal Process. Pavel Rajmic, Nancy Bertin, Valentin Emiya, Nicki Holighaus, Alexey Ozerov
2021	J	`jnl`	QuicK-means: accelerating inference for K-means by learning fast transforms. Mach. Learn. Luc Giffon, Valentin Emiya, Hachem Kadri, Liva Ralaivola
2021	J	`jnl`	Time-Frequency Fading Algorithms Based on Gabor Multipliers. IEEE J. Sel. Top. Signal Process. A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani
2020	Misc	`conf`	Filtering Out Time-Frequency Areas Using Gabor Multipliers. ICASSP A. Marina Krémé, Valentin Emiya, Caroline Chaux, Bruno Torrésani
2019	J	`jnl`	QuicK-means: Acceleration of K-means by learning a fast transform. CoRR Luc Giffon, Valentin Emiya, Liva Ralaivola, Hachem Kadri
2019	J	`jnl`	Recovery and Convergence Rate of the Frank-Wolfe Algorithm for the m-Exact-Sparse Problem. IEEE Trans. Inf. Theory Farah Cherfaoui, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine
2018	Misc	`conf`	Being Low-Rank in the Time-Frequency Plane. ICASSP Valentin Emiya, Ronan Hamon, Caroline Chaux
2018	—	`conf`	Characterization of Finite Signals with Low-Rank Stft. SSP Konstantin Usevich, Valentin Emiya, David Brie, Caroline Chaux
2018	J	`jnl`	Frank-Wolfe Algorithm for the Exact Sparse Problem. CoRR Farah Cherfaoui, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine
2018	—	`conf`	Phase Reconstruction for Time-Frequency Inpainting. LVA/ICA A. Marina Krémé, Valentin Emiya, Caroline Chaux
2018	Misc	`conf`	Sparse Non-Local Similarity Modeling for Audio Inpainting. ICASSP Ichrak Toumi, Valentin Emiya
2017	Misc	`conf`	Assessment of musical noise using localization of isolated peaks in time-frequency domain. ICASSP Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark D. Plumbley
2016	—	`conf`	Convex nonnegative matrix factorization with missing data. MLSP Ronan Hamon, Valentin Emiya, Cédric Févotte
2016	—	`conf`	Optimal spectral transportation with application to music transcription. NIPS Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya
2016	J	`jnl`	Optimal spectral transportation with application to music transcription. CoRR Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya
2016	—	`conf`	The problem of musical gesture continuation and a baseline system. ICMC Charles Bascou, Valentin Emiya, Mathieu Laurière
2015	J	`jnl`	Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso. IEEE Trans. Signal Process. Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval
2014	—	`conf`	A dynamic screening principle for the Lasso. EUSIPCO Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval
2014	Misc	`conf`	Compressed sensing with unknown sensor permutation. ICASSP Valentin Emiya, Antoine Bonnefoy, Laurent Daudet, Rémi Gribonval
2014	J	`jnl`	Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso. CoRR Antoine Bonnefoy, Valentin Emiya, Liva Ralaivola, Rémi Gribonval
2014	—	`conf`	Formalizing the Problem of Music Description. ISMIR Bob L. T. Sturm, Rolf Bardeli, Thibault Langlois, Valentin Emiya
2012	J	`jnl`	Audio Inpainting. IEEE Trans. Speech Audio Process. Amir Adler, Valentin Emiya, Maria G. Jafari, Michael Elad, Rémi Gribonval, Mark D. Plumbley
2012	—	`conf`	Matching pursuit with stochastic selection. EUSIPCO Thomas Peel, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine
2012	Misc	`conf`	Sparse underwater acoustic imaging: A case study. ICASSP Nikolaos Stefanakis, Jacques Marchal, Valentin Emiya, Nancy Bertin, Rémi Gribonval, Pierre Cervenka
2011	Misc	`conf`	A constrained matching pursuit approach to audio declipping. ICASSP Amir Adler, Valentin Emiya, Maria G. Jafari, Michael Elad, Rémi Gribonval, Mark D. Plumbley
2011	J	`jnl`	Subjective and Objective Quality Assessment of Audio Source Separation. IEEE Trans. Speech Audio Process. Valentin Emiya, Emmanuel Vincent, Niklas Harlander, Volker Hohmann
2010	J	`jnl`	Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle. IEEE Trans. Speech Audio Process. Valentin Emiya, Roland Badeau, Bertrand David
2009	—	`conf`	An investigation of discrete-state discriminant approaches to single-sensor source separation. WASPAA Valentin Emiya, Emmanuel Vincent, Rémi Gribonval
2009	Misc	`conf`	Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra. ICASSP Roland Badeau, Valentin Emiya, Bertrand David
2008	—	`conf`	Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches. EUSIPCO Valentin Emiya, Roland Badeau, Bertrand David
2008	—	`conf`	Perceptually-Based Evaluation of the Errors Usually Made When Automatically Transcribing Music. ISMIR Adrien Daniel, Valentin Emiya, Bertrand David
2007	—	`conf`	A Parametric Method for Pitch Estimation of Piano Tones. ICASSP (1) Valentin Emiya, Bertrand David, Roland Badeau