Zaccharie Ramzi

21 papers A* 2Journal 12Unranked 6

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Test like you Train in Implicit Deep Learning. CoRR Zaccharie Ramzi, Pierre Ablin, Gabriel Peyré, Thomas Moreau
2023	J	`jnl`	Wavelets in the Deep Learning Era. J. Math. Imaging Vis. Zaccharie Ramzi, Kevin Michalewicz, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu
2022	—	`—`	Advanced deep neural networks for MRI image reconstruction from highly undersampled data in challenging acquisition settings. (Réseaux de neurones profonds avancés pour la reconstruction d'images IRM à partir de données fortement sous-échantillonnées dans des contextes d'acquisition complexes). Zaccharie Ramzi
2022	A*	`conf`	Benchopt: Reproducible, efficient and collaborative optimization benchmarks. NeurIPS Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter
2022	J	`jnl`	Benchopt: Reproducible, efficient and collaborative optimization benchmarks. CoRR Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter
2022	—	`conf`	Hybrid Learning of Non-Cartesian K-Space Trajectory and Mr Image Reconstruction Networks. ISBI Chaithya G. R., Zaccharie Ramzi, Philippe Ciuciu
2022	—	`conf`	MC-PDNet: Deep Unrolled Neural Network For Multi-Contrast Mr Image Reconstruction From Undersampled K-Space Data. ISBI Kumari Pooja, Zaccharie Ramzi, Chaithya G. R., Philippe Ciuciu
2022	J	`jnl`	NC-PDNet: A Density-Compensated Unrolled Network for 2D and 3D Non-Cartesian MRI Reconstruction. IEEE Trans. Medical Imaging Zaccharie Ramzi, Chaithya G. R., Jean-Luc Starck, Philippe Ciuciu
2022	A*	`conf`	SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models. ICLR Zaccharie Ramzi, Florian Mannel, Shaojie Bai, Jean-Luc Starck, Philippe Ciuciu, Thomas Moreau
2021	—	`conf`	Density Compensated Unrolled Networks For Non-Cartesian MRI Reconstruction. ISBI Zaccharie Ramzi, Jean-Luc Starck, Philippe Ciuciu
2021	J	`jnl`	Density Compensated Unrolled Networks for Non-Cartesian MRI Reconstruction. CoRR Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck
2021	J	`jnl`	Is good old GRAPPA dead? CoRR Zaccharie Ramzi, Alexandre Vignaud, Jean-Luc Starck, Philippe Ciuciu
2021	—	`conf`	Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction. EUSIPCO Chaithya G. R., Zaccharie Ramzi, Philippe Ciuciu
2021	J	`jnl`	Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction. IEEE Trans. Medical Imaging Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
2021	J	`jnl`	SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models. CoRR Zaccharie Ramzi, Florian Mannel, Shaojie Bai, Jean-Luc Starck, Philippe Ciuciu, Thomas Moreau
2020	—	`conf`	Benchmarking Deep Nets MRI Reconstruction Models on the Fastmri Publicly Available Dataset. ISBI Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck
2020	J	`jnl`	Denoising Score-Matching for Uncertainty Quantification in Inverse Problems. CoRR Zaccharie Ramzi, Benjamin Remy, François Lanusse, Jean-Luc Starck, Philippe Ciuciu
2020	J	`jnl`	PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing. Astron. Comput. Samuel Farrens, Antoine Grigis, Loubna El Gueddari, Zaccharie Ramzi, Chaithya G. R., Sophie Starck, Benoît Sarthou, Hamza Cherkaoui, Philippe Ciuciu, Jean-Luc Starck
2020	J	`jnl`	State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge. CoRR Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
2020	—	`conf`	Wavelets in the Deep Learning Era. EUSIPCO Zaccharie Ramzi, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu
2020	J	`jnl`	XPDNet for MRI Reconstruction: an Application to the fastMRI 2020 Brain Challenge. CoRR Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck