Michaël Defferrard

24 papers A* 2A 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the "Induction Bias" in Sequence Models.
CoRR
M. Reza Ebrahimi, Michaël Defferrard, Sunny Panchal, Roland Memisevic
2024 A* conf
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay.
ICML
Natasha Butt, Blazej Manczak, Auke J. Wiggers, Corrado Rainone, David W. Zhang, Michaël Defferrard, Taco Cohen
2024 J jnl
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay.
CoRR
Natasha Butt, Blazej Manczak, Auke J. Wiggers, Corrado Rainone, David W. Zhang, Michaël Defferrard, Taco Cohen
2024 A conf
DE-HNN: An effective neural model for Circuit Netlist representation.
AISTATS
Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Michaël Defferrard, Elahe Rezaei, Ryan Carey, W. Rhett Davis, Rajeev Jain, Yusu Wang
2024 J jnl
DE-HNN: An effective neural model for Circuit Netlist representation.
CoRR
Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Donghyeon Koh, Michaël Defferrard, Elahe Rezaei, Ryan Carey, W. Rhett Davis, Rajeev Jain, Yusu Wang
2024 J jnl
NeuroSteiner: A Graph Transformer for Wirelength Estimation.
CoRR
Sahil Manchanda, Dana Kianfar, Markus Peschl, Romain Lepert, Michaël Defferrard
2022 J jnl
RosettaSurf - A surface-centric computational design approach.
PLoS Comput. Biol.
Andreas Scheck, Stéphane Rosset, Michaël Defferrard, Andreas Loukas, Jaume Bonet, Pierre Vandergheynst, Bruno E. Correia
2021 J jnl
ChebLieNet: Invariant Spectral Graph NNs Turned Equivariant by Riemannian Geometry on Lie Groups.
CoRR
Hugo Aguettaz, Erik J. Bekkers, Michaël Defferrard
2021 J jnl
Learning to recover orientations from projections in single-particle cryo-EM.
CoRR
Jelena Banjac, Laurène Donati, Michaël Defferrard
2020 J jnl
Connectome spectral analysis to track EEG task dynamics on a subsecond scale.
NeuroImage
Katharina Glomb, Joan Rué Queralt, David Pascucci, Michaël Defferrard, Sébastien Tourbier, Margherita Carboni, Maria Rubega, Serge Vulliémoz, Gijs Plomp, Patric Hagmann
2020 A* conf
DeepSphere: a graph-based spherical CNN.
ICLR
Michaël Defferrard, Martino Milani, Frédérick Gusset, Nathanaël Perraudin
2020 J jnl
DeepSphere: a graph-based spherical CNN.
CoRR
Michaël Defferrard, Martino Milani, Frédérick Gusset, Nathanaël Perraudin
2020 J jnl
Simplicial Neural Networks.
CoRR
Stefania Ebli, Michaël Defferrard, Gard Spreemann
2019 J jnl
DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications.
Astron. Comput.
Nathanaël Perraudin, Michaël Defferrard, Tomasz Kacprzak, Raphaël Sgier
2019 J jnl
DeepSphere: towards an equivariant graph-based spherical CNN.
CoRR
Michaël Defferrard, Nathanaël Perraudin, Tomasz Kacprzak, Raphaël Sgier
2018 J jnl
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications.
CoRR
Nathanaël Perraudin, Michaël Defferrard, Tomasz Kacprzak, Raphaël Sgier
2018 J jnl
Learning to Recognize Musical Genre from Audio.
CoRR
Michaël Defferrard, Sharada P. Mohanty, Sean F. Carroll, Marcel Salathé
2018 — conf
Learning to Recognize Musical Genre from Audio: Challenge Overview.
WWW (Companion Volume)
Michaël Defferrard, Sharada P. Mohanty, Sean F. Carroll, Marcel Salathé
2018 — conf
Structured Sequence Modeling with Graph Convolutional Recurrent Networks.
ICONIP (1)
Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson
2017 — conf
FMA: A Dataset for Music Analysis.
ISMIR
Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson
2016 — conf
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering.
NIPS
Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
2016 J jnl
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering.
CoRR
Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst
2016 J jnl
FMA: A Dataset For Music Analysis.
CoRR
Kirell Benzi, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson
2016 J jnl
Structured Sequence Modeling with Graph Convolutional Recurrent Networks.
CoRR
Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson