متابعة
Michaël Defferrard
Michaël Defferrard
Research Scientist, AI Research, Qualcomm
بريد إلكتروني تم التحقق منه على qti.qualcomm.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering‏
M Defferrard, X Bresson, P Vandergheynst‏
Advances in Neural Information Processing Systems (NIPS), 2016‏
104982016
Structured sequence modeling with graph convolutional recurrent networks‏
Y Seo, M Defferrard, P Vandergheynst, X Bresson‏
International Conference on Neural Information Processing, 362-373, 2017‏
10732017
FMA: A Dataset For Music Analysis‏
M Defferrard, K Benzi, P Vandergheynst, X Bresson‏
International Society for Music Information Retrieval Conference (ISMIR), 2017‏
5942017
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications‏
N Perraudin, M Defferrard, T Kacprzak, R Sgier‏
Astronomy and Computing, 2019‏
2232019
Simplicial Neural Networks‏
S Ebli, M Defferrard, G Spreemann‏
Topological Data Analysis and Beyond workshop at NeurIPS, 2020‏
1602020
DeepSphere: a graph-based spherical CNN‏
M Defferrard, M Milani, F Gusset, N Perraudin‏
International Conference on Learning Representations (ICLR), 2020‏
1112020
PyGSP: Graph Signal Processing in Python‏
M Defferrard, L Martin, R Pena, N Perraudin‏
https://github.com/epfl-lts2/pygsp, 0‏
74*
Connectome spectral analysis to track EEG task dynamics on a subsecond scale‏
K Glomb, JR Queralt, D Pascucci, M Defferrard, S Tourbier, M Carboni, ...‏
NeuroImage 221, 117137, 2020‏
512020
DeepSphere: towards an equivariant graph-based spherical CNN‏
M Defferrard, N Perraudin, T Kacprzak, R Sgier‏
Representation Learning on Graphs and Manifolds workshop at ICLR, 2019‏
332019
Learning to Recognize Musical Genre from Audio: Challenge Overview‏
M Defferrard, SP Mohanty, SF Carroll, M Salathé‏
Companion Proceedings of the The Web Conference 2018, 1921-1922, 2018‏
332018
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay‏
N Butt, B Manczak, A Wiggers, C Rainone, D Zhang, M Defferrard, ...‏
arXiv preprint arXiv:2402.04858, 2024‏
192024
Bilateral trade modelling with graph neural networks‏
K Panford-Quainoo, AJ Bose, M Defferrard‏
ICLR workshop on practical ML for developing countries, 2020‏
112020
RosettaSurf—A surface-centric computational design approach‏
A Scheck, S Rosset, M Defferrard, A Loukas, J Bonet, P Vandergheynst, ...‏
PLOS Computational Biology 18 (3), e1009178, 2022‏
92022
Deep sharpening of topological features for de novo protein design‏
Z Harteveld, J Southern, M Defferrard, A Loukas, P Vandergheynst, ...‏
ICLR2022 Machine Learning for Drug Discovery, 2022‏
82022
DE-HNN: An effective neural model for Circuit Netlist representation‏
Z Luo, TS Hy, P Tabaghi, M Defferrard, E Rezaei, RM Carey, R Davis, ...‏
International Conference on Artificial Intelligence and Statistics, 4258-4266, 2024‏
72024
PyUNLocBoX: Optimization by Proximal Splitting‏
M Defferrard, R Pena, N Perraudin‏
doi 10, 111, 2017‏
62017
Exploring “dark-matter” protein folds using deep learning‏
Z Harteveld, A Van Hall-Beauvais, I Morozova, J Southern, C Goverde, ...‏
Cell Systems 15 (10), 898-910. e5, 2024‏
42024
Summary of Tutorials at The Web Conference 2021‏
R West, S Bhagat, P Groth, M Zitnik, FM Couto, P Lisena, ...‏
Companion Proceedings of the Web Conference 2021, 727-733, 2021‏
42021
Learning to recover orientations from projections in single-particle cryo-EM‏
J Banjac, L Donati, M Defferrard‏
arXiv preprint arXiv:2104.06237, 2021‏
42021
Deep learning for classifying neuronal morphologies: combining topological data analysis and graph neural networks‏
L Kanari, S Schmidt, F Casalegno, E Delattre, J Banjac, T Negrello, Y Shi, ...‏
bioRxiv, 2024.09. 13.612635, 2024‏
22024
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20