Michaël Defferrard

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All published works

Action	Title	Year	Authors
+ PDF Chat	NeuroSteiner: A Graph Transformer for Wirelength Estimation	2024	Sahil Manchanda Dana Kianfar Markus F. Peschl Romain Lepert Michaël Defferrard
+ PDF Chat	DE-HNN: An effective neural model for Circuit Netlist representation	2024	Zhishang Luo Truong Son Hy Puoya Tabaghi Donghyeon Koh Michaël Defferrard Elahe Rezaei Ryan M. Carey W. Rhett Davis Rajeev Jain Yusu Wang
+ PDF Chat	CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay	2024	Natasha Butt Blazej Manczak Auke Wiggers Corrado Rainone David Zhang Michaël Defferrard Taco Cohen
+ PDF Chat	ChebLieNet: Invariant Spectral Graph NNs Turned Equivariant by Riemannian Geometry on Lie Groups	2021	Hugo Aguettaz Erik J. Bekkers Michaël Defferrard
+	Learning to recover orientations from projections in single-particle cryo-EM	2021	Jelena Banjac Laurène Donati Michaël Defferrard
+	Learning to recover orientations from projections in single-particle cryo-EM	2021	Jelena Banjac Laurène Donati Michaël Defferrard
+	ChebLieNet: Invariant Spectral Graph NNs Turned Equivariant by Riemannian Geometry on Lie Groups	2021	Hugo Aguettaz Erik J. Bekkers Michaël Defferrard
+	Simplicial Neural Networks	2020	Stefania Ebli Michaël Defferrard Gard Spreemann
+	Simplicial Neural Networks	2020	Stefania Ebli Michaël Defferrard Gard Spreemann
+	DeepSphere: a graph-based spherical CNN	2020	Michaël Defferrard Martino Milani Frédérick Gusset Nathanaël Perraudin
+ PDF Chat	DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications	2019	Nathanaël Perraudin Michaël Defferrard T. Kacprzak Raphaël Sgier
+	DeepSphere: towards an equivariant graph-based spherical CNN	2019	Michaël Defferrard Nathanaël Perraudin T. Kacprzak Raphaël Sgier
+	Spherical convergence maps dataset	2018	Raphaël Sgier T. Kacprzak Nathanaël Perraudin Michaël Defferrard
+	Spherical convergence maps dataset	2018	Raphaël Sgier Tomasz Kacprzak Nathanaël Perraudin Michaël Defferrard
+	Learning to Recognize Musical Genre from Audio.	2018	Michaël Defferrard Sharada P. Mohanty Sean F. Carroll Marcel Salathé
+ PDF Chat	Structured Sequence Modeling with Graph Convolutional Recurrent Networks	2018	Youngjoo Seo Michaël Defferrard Pierre Vandergheynst Xavier Bresson
+	Learning to Recognize Musical Genre from Audio	2018	Michaël Defferrard Sharada P. Mohanty Sean F. Carroll Marcel Salathé
+	Learning to Recognize Musical Genre from Audio	2018	Michaël Defferrard Sharada P. Mohanty Sean F. Carroll Marcel Salathé
+	FMA: A Dataset for Music Analysis.	2017	Michaël Defferrard Kirell Benzi Pierre Vandergheynst Xavier Bresson
+	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering	2016	Michaël Defferrard Xavier Bresson Pierre Vandergheynst
+	FMA: A Dataset For Music Analysis	2016	Michaël Defferrard Kirell Benzi Pierre Vandergheynst Xavier Bresson
+	Structured Sequence Modeling with Graph Convolutional Recurrent Networks	2016	Youngjoo Seo Michaël Defferrard Pierre Vandergheynst Xavier Bresson
+	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering	2016	Michaël Defferrard Xavier Bresson Pierre Vandergheynst

Common Coauthors

Coauthor	Papers Together
Pierre Vandergheynst	6
Xavier Bresson	6
Nathanaël Perraudin	5
Raphaël Sgier	4
Marcel Salathé	3
Sean F. Carroll	3
T. Kacprzak	3
Sharada P. Mohanty	3
Kirell Benzi	2
Youngjoo Seo	2
Laurène Donati	2
Jelena Banjac	2
Erik J. Bekkers	2
Hugo Aguettaz	2
Gard Spreemann	2
Stefania Ebli	2
Natasha Butt	1
Donghyeon Koh	1
David Zhang	1
Yusu Wang	1
Elahe Rezaei	1
Romain Lepert	1
Zhishang Luo	1
W. Rhett Davis	1
Martino Milani	1
Auke Wiggers	1
Puoya Tabaghi	1
Markus F. Peschl	1
Corrado Rainone	1
Frédérick Gusset	1
Ryan M. Carey	1
Dana Kianfar	1
Tomasz Kacprzak	1
Truong Son Hy	1
Rajeev Jain	1
Taco Cohen	1
Sahil Manchanda	1
Blazej Manczak	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains	2013	David I Shuman Sunil K. Narang Pascal Frossard Antonio Ortega Pierre Vandergheynst	6
+	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering	2016	Michaël Defferrard Xavier Bresson Pierre Vandergheynst	5
+ PDF Chat	HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere	2005	K. M. Górski E. Hivon A. J. Banday B. D. Wandelt F. K. Hansen M. Reinecke Matthias Bartelmann	3
+	Wavelets on graphs via spectral graph theory	2010	David K. Hammond Pierre Vandergheynst Rémi Gribonval	3
+ PDF Chat	Graph-Based Classification of Omnidirectional Images	2017	Pascal Frossard Renata Khasanova	3
+ PDF Chat	Learning SO(3) Equivariant Representations with Spherical CNNs	2018	Carlos Esteves Christine Allen-Blanchette Ameesh Makadia Kostas Daniilidis	3
+ PDF Chat	Generalized Tree-Based Wavelet Transform	2011	Idan Ram Michael Elad Israel Cohen	2
+	Accelerated filtering on graphs using Lanczos method	2015	Ana Šušnjara Nathanaël Perraudin Daniel Kreßner Pierre Vandergheynst	2
+ PDF Chat	Geodesic Convolutional Neural Networks on Riemannian Manifolds	2015	Jonathan Masci Davide Boscaini Michael M. Bronstein Pierre Vandergheynst	2
+ PDF Chat	Fast generation of covariance matrices for weak lensing	2019	Raphaël Sgier Alexandre Réfrégier A. Amara Andrina Nicola	2
+	Recurrent Neural Network Regularization	2014	Wojciech Zaremba Ilya Sutskever Oriol Vinyals	2
+ PDF Chat	Relaxation-Based Coarsening and Multiscale Graph Organization	2011	Dorit Ron Ilya Safro Achi Brandt	2
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	2
+	Emergence of Complex-Like Cells in a Temporal Product Network with Local Receptive Fields	2010	Karol Gregor Yann LeCun	2
+	Spectral Networks and Locally Connected Networks on Graphs	2013	Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun	2
+ PDF Chat	A Multiscale Pyramid Transform for Graph Signals	2015	David I Shuman Mohammad Javad Faraji Pierre Vandergheynst	2
+	Transfer Learning of Artist Group Factors to Musical Genre Classification	2018	Jaehun Kim Minz Won Xavier Serra Cynthia C. S. Liem	2
+	On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups	2018	Risi Kondor Shubhendu Trivedi	2
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	2
+	FMA: A Dataset for Music Analysis.	2017	Michaël Defferrard Kirell Benzi Pierre Vandergheynst Xavier Bresson	2
+	On the Degrees of Freedom of Signals on Graphs	2015	Mikhail Tsitsvero Sergio Barbarossa	2
+	Spherical CNNs	2018	Taco Cohen Mario Geiger Jonas Koehler Max Welling	2
+ PDF Chat	DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications	2019	Nathanaël Perraudin Michaël Defferrard T. Kacprzak Raphaël Sgier	2
+	Geodesic convolutional neural networks on Riemannian manifolds	2015	Jonathan Masci Davide Boscaini Michael M. Bronstein Pierre Vandergheynst	2
+	Cosmological constraints from the convergence 1-point probability distribution	2017	K. Patton J. Blazek K. Honscheid Eric Huff P. Melchior Ashley J. Ross E. Suchyta	2
+ PDF Chat	Stationary Signal Processing on Graphs	2017	Nathanaël Perraudin Pierre Vandergheynst	2
+	Video (language) modeling: a baseline for generative models of natural videos.	2014	Marc’Aurelio Ranzato Arthur Szlam Joan Bruna Michaël Mathieu Ronan Collobert Sumit Chopra	2
+	Learning Convolutional Neural Networks for Graphs	2016	Mathias Niepert Mohamed M. Ahmed Konstantin Kutzkov	2
+	Toward An Uncertainty Principle For Weighted Graphs	2015	Bastien Pasdeloup Réda Alami Vincent Gripon Michael Rabbat	2
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	2
+ PDF Chat	Geometric Deep Learning: Going beyond Euclidean data	2017	Michael M. Bronstein Joan Bruna Yann LeCun Arthur Szlam Pierre Vandergheynst	2
+	Spherical CNNs on Unstructured Grids	2019	Chiyu Max Jiang Jingwei Huang Karthik Kashinath Prabhat Philip Marcus Matthias Nießner	2
+ PDF Chat	Deep visual-semantic alignments for generating image descriptions	2015	Andrej Karpathy Li Fei-Fei	2
+	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering	2016	Michaël Defferrard Xavier Bresson Pierre Vandergheynst	2
+	Spectral Networks and Locally Connected Networks on Graphs	2013	Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun	2
+ PDF Chat	Semantic Object Parsing with Graph LSTM	2016	Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan	2
+ PDF Chat	Barcodes: The persistent topology of data	2007	Robert Ghrist	1
+ PDF Chat	Euclidean Distance Matrices: Essential theory, algorithms, and applications	2015	Ivan Dokmanić Reza Parhizkar Juri Ranieri Martin Vetterli	1
+ PDF Chat	Detecting cosmic strings in the CMB with the Canny algorithm	2008	Stephen Amsel J. Berger Robert Brandenberger	1
+ PDF Chat	Show and tell: A neural image caption generator	2015	Oriol Vinyals Alexander Toshev Samy Bengio Dumitru Erhan	1
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	1
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	1
+	Learning shape correspondence with anisotropic convolutional neural networks	2016	Davide Boscaini Jonathan Masci Emanuele Rodolà Michael M. Bronstein	1
+	Gated Graph Sequence Neural Networks	2016	Yujia Li Daniel Tarlow Marc Brockschmidt Richard S. Zemel	1
+	GAUSS–LEGENDRE SKY PIXELIZATION (GLESP) FOR CMB MAPS	2005	А. G. Doroshkevich Pavel Naselsky О. В. Верходанов D. Novikov V. Turchaninov I. D. Novikov P. R. Christensen L.-Y Chiang	1
+	Spectra of combinatorial Laplace operators on simplicial complexes	2013	Danijela Horak Jürgen Jost	1
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	1
+ PDF Chat	Harmonic inpainting of the cosmic microwave background sky: Formulation and error estimate	2008	Kaiki Taro Inoue P. Cabella Eiichiro Komatsu	1
+ PDF Chat	Group Invariant Scattering	2012	Stéphane Mallat	1
+	Generating Sequences With Recurrent Neural Networks	2013	Alex Graves	1