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researcher

G. Rochette

6 papers hereh-index 7379 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • eess.AS1
  • eess.SP1
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedKymatio: Scattering Transforms in Python

16 citations · 29 across the 5 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018★ 16 cited

Kymatio: Scattering Transforms in Python

Mathieu Andreux, Tomás Angles, Georgios Exarchakis +15

The wavelet scattering transform is an invariant signal representation suitable for many signal processing and machine learning applications. We present the Kymatio software packag…

eess.SP2018

Phase Harmonic Correlations and Convolutional Neural Networks

Stéphane Mallat, Sixin Zhang, Gaspar Rochette

A major issue in harmonic analysis is to capture the phase dependence of frequency representations, which carries important signal properties. It seems that convolutional neural ne…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.