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Journal Articles
- 2021
[j9]Vincent Lostanlen, Christian El-Hajj, Mathias Rossignol, Grégoire Lafay, Joakim Andén, Mathieu Lagrange
:
Time-frequency scattering accurately models auditory similarities between instrumental playing techniques. EURASIP J. Audio Speech Music. Process. 2021(1): 3 (2021)- 2020
- [j8]Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Muawiz Chaudhary, Matthew J. Hirn, Edouard Oyallon, Sixin Zhang, Carmine-Emanuele Cella, Michael Eickenberg:
Kymatio: Scattering Transforms in Python. J. Mach. Learn. Res. 21: 60:1-60:6 (2020) - [j7]Joakim Andén, José Luis Romero:
Multitaper Estimation on Arbitrary Domains. SIAM J. Imaging Sci. 13(3): 1565-1594 (2020) - 2019
- [j6]Joakim Andén, Vincent Lostanlen, Stéphane Mallat:
Joint Time-Frequency Scattering. IEEE Trans. Signal Process. 67(14): 3704-3718 (2019) - 2018
- [j5]Vincent Lostanlen, Grégoire Lafay, Joakim Andén, Mathieu Lagrange:
Relevance-based quantization of scattering features for unsupervised mining of environmental audio. EURASIP J. Audio Speech Music. Process. 2018: 15 (2018) - [j4]Joakim Andén, Amit Singer:
Structural Variability from Noisy Tomographic Projections. SIAM J. Imaging Sci. 11(2): 1441-1492 (2018) - 2017
- [j3]Paul Villoutreix, Joakim Andén, Bomyi Lim, Hang Lu, Ioannis G. Kevrekidis, Amit Singer, Stanislav Y. Shvartsman:
Synthesizing developmental trajectories. PLoS Comput. Biol. 13(9) (2017) - 2014
- [j2]Václav Chudácek, Joakim Andén, Stéphane Mallat, Patrice Abry, Muriel Doret:
Scattering Transform for Intrapartum Fetal Heart Rate Variability Fractal Analysis: A Case-Control Study. IEEE Trans. Biomed. Eng. 61(4): 1100-1108 (2014) - [j1]Joakim Andén, Stéphane Mallat:
Deep Scattering Spectrum. IEEE Trans. Signal Process. 62(16): 4114-4128 (2014)
Conference and Workshop Papers
- 2022
- [c11]Christopher Langfield, Joshua Carmichael, Garrett Wright, Joakim Andén, Amit Singer:
Representing Steerable Bases for cryo-EM in ASPIRE. e-Science 2022: 417-418 - 2021
- [c10]Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Masun Nabhan Homsi, Adrián Campoy Rodríguez, Joakim Andén:
Arrhythmia Classification of Reduced-Lead Electrocardiograms by Scattering-Recurrent Networks. CinC 2021: 1-4 - [c9]Yu-Hsuan Shih, Garrett Wright, Joakim Andén, Johannes P. Blaschke, Alex H. Barnett:
cuFINUFFT: a load-balanced GPU library for general-purpose nonuniform FFTs. IPDPS Workshops 2021: 688-697 - 2020
- [c8]Philip A. Warrick, Vincent Lostanlen, Michael Eickenberg, Joakim Andén, Masun Nabhan Homsi:
Arrhythmia Classification of 12-lead Electrocardiograms by Hybrid Scattering-LSTM Networks. CinC 2020: 1-4 - 2018
- [c7]Vincent Lostanlen, Joakim Andén, Mathieu Lagrange:
Extended playing techniques: the next milestone in musical instrument recognition. DLfm 2018: 1-10 - 2015
- [c6]Joakim Andén, Eugene Katsevich, Amit Singer:
Covariance estimation using conjugate gradient for 3D classification in CRYO-EM. ISBI 2015: 200-204 - [c5]Joakim Andén, Vincent Lostanlen, Stéphane Mallat:
Joint time-frequency scattering for audio classification. MLSP 2015: 1-6 - 2014
- [c4]Václav Chudácek, Ronen Talmon, Joakim Andén, Stéphane Mallat, Ronald R. Coifman, Patrice Abry, Muriel Doret:
Low dimensional manifold embedding for scattering coefficients of intrapartum fetale heart rate variability. EMBC 2014: 6373-6376 - 2013
- [c3]Václav Chudácek, Joakim Andén, Stéphane Mallat, Patrice Abry, Muriel Doret:
Scattering transform for intrapartum fetal heart rate characterization and acidosis detection. EMBC 2013: 2898-2901 - [c2]Carlo Bauge, Mathieu Lagrange, Joakim Andén, Stéphane Mallat:
Representing environmental sounds using the separable scattering transform. ICASSP 2013: 8667-8671 - 2011
- [c1]Joakim Andén, Stéphane Mallat:
Multiscale Scattering for Audio Classification. ISMIR 2011: 657-662
Informal and Other Publications
- 2024
- [i15]Marcus Häggbom, Morten Karlsmark, Joakim Andén:
Mean-Field Microcanonical Gradient Descent. CoRR abs/2403.08362 (2024) - [i14]Vahid Shahverdi, Emanuel Ström, Joakim Andén:
Moment Constraints and Phase Recovery for Multireference Alignment. CoRR abs/2409.04868 (2024) - 2021
- [i13]Yu-Hsuan Shih, Garrett Wright, Joakim Andén, Johannes P. Blaschke, Alex H. Barnett:
cuFINUFFT: a load-balanced GPU library for general-purpose nonuniform FFTs. CoRR abs/2102.08463 (2021) - 2020
- [i12]Vincent Lostanlen, Christian El-Hajj, Mathias Rossignol, Grégoire Lafay, Joakim Andén, Mathieu Lagrange:
Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques. CoRR abs/2007.10926 (2020) - 2019
- [i11]Roy R. Lederman, Joakim Andén, Amit Singer:
Hyper-Molecules: on the Representation and Recovery of Dynamical Structures, with Application to Flexible Macro-Molecular Structures in Cryo-EM. CoRR abs/1907.01589 (2019) - [i10]Amit Moscovich, Amit Halevi, Joakim Andén, Amit Singer:
Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes. CoRR abs/1907.01898 (2019) - [i9]Ayelet Heimowitz, Joakim Andén, Amit Singer:
Bias and variance reduction and denoising for CTF Estimation. CoRR abs/1908.03454 (2019) - 2018
- [i8]Ayelet Heimowitz, Joakim Andén, Amit Singer:
APPLE Picker: Automatic Particle Picking, a Low-Effort Cryo-EM Framework. CoRR abs/1802.00469 (2018) - [i7]Joakim Andén, Vincent Lostanlen, Stéphane Mallat:
Classification with Joint Time-Frequency Scattering. CoRR abs/1807.08869 (2018) - [i6]Vincent Lostanlen, Joakim Andén, Mathieu Lagrange:
Extended playing techniques: The next milestone in musical instrument recognition. CoRR abs/1808.09730 (2018) - [i5]Joakim Andén, José Luis Romero:
Multitaper estimation on arbitrary domains. CoRR abs/1812.03225 (2018) - [i4]Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Matthew J. Hirn, Edouard Oyallon, Sixin Zhang, Carmine-Emanuele Cella, Michael Eickenberg:
Kymatio: Scattering Transforms in Python. CoRR abs/1812.11214 (2018) - 2015
- [i3]Joakim Andén, Vincent Lostanlen, Stéphane Mallat:
Joint Time-Frequency Scattering for Audio Classification. CoRR abs/1512.02125 (2015) - 2014
- [i2]Joakim Andén, Eugene Katsevich, Amit Singer:
Covariance estimation using conjugate gradient for 3D classification in Cryo-EM. CoRR abs/1412.0985 (2014) - 2013
- [i1]Joakim Andén, Stéphane Mallat:
Deep Scattering Spectrum. CoRR abs/1304.6763 (2013)
Coauthor Index
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