Stephane Mallat
15 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π
Keyword Champion
(5)
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Keyword Pioneer
π§¬
Topic Evolution
π
Trend Setter
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(75)
Venues
Top co-authors
Research topics
Keywords
scattering transform
(6)
wavelet transform
(5)
convolutional neural network
(4)
image classification
(3)
image synthesis
(2)
wavelet coefficients
(2)
wavelet scattering transform
(2)
convolutional network
(2)
invariant representation
(2)
signal classification
(1)
deep learning
(1)
maximum entropy
(1)
feature representation
(1)
image denoising
(1)
graph classification
(1)
probabilistic modeling
(1)
homotopy algorithm
(1)
sparse representation
(1)
texture classification
(1)
signal processing
(1)
Papers
A Rainbow in Deep Network Black Boxes
JMLR 2024
Generalization in diffusion models arises from geometry-adaptive harmonic representations
ICLR 2024
Conditionally Strongly Log-Concave Generative Models
ICML 2023
Learning multi-scale local conditional probability models of images
ICLR 2023
Generalized rectifier wavelet covariance models for texture synthesis
ICLR 2022
Phase Collapse in Neural Networks
ICLR 2022
Wavelet Score-Based Generative Modeling
NeurIPS 2022
Separation and Concentration in Deep Networks
ICLR 2021
Deep Network Classification by Scattering and Homotopy Dictionary Learning
ICLR 2020
Kymatio: Scattering Transforms in Python
JMLR 2020
Generative networks as inverse problems with Scattering transforms
ICLR 2018
Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities
NeurIPS 2017
Deep Roto-Translation Scattering for Object Classification
CVPR 2015
Unsupervised Deep Haar Scattering on Graphs
NeurIPS 2014
Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination
CVPR 2013