Stephane Mallat
15 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Academic Marathon (11)
π
Conference Polyglot
(5)
π
Academic Marathon
(11)
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Keyword Champion
(3)
π₯
Unstoppable
(5)
π
Century Club
(15)
π
Conference Pioneer
π
Trend Setter
Conferences
ICLR (7)
NIPS (3)
CVPR (2)
JMLR (2)
ICML (1)
Top co-authors
Keywords
wavelet transform
(3)
scattering transform
(3)
invariant representation
(2)
convolutional network
(2)
graph classification
(1)
image synthesis
(1)
image generation
(1)
feature representation
(1)
signal classification
(1)
signal processing
(1)
texture classification
(1)
geometric prior
(1)
unsupervised classification
(1)
object classification
(1)
haar scattering transform
(1)
deep learning
(1)
generative model
(1)
signal descriptors
(1)
multiscale neighborhoods
(1)
graph signal processing
(1)
Papers
Generalization in diffusion models arises from geometry-adaptive harmonic representations
ICLR 2024
A Rainbow in Deep Network Black Boxes
JMLR 2024
Conditionally Strongly Log-Concave Generative Models
ICML 2023
Learning multi-scale local conditional probability models of images
ICLR 2023
Wavelet Score-Based Generative Modeling
NIPS 2022
Phase Collapse in Neural Networks
ICLR 2022
Generalized rectifier wavelet covariance models for texture synthesis
ICLR 2022
Separation and Concentration in Deep Networks
ICLR 2021
Kymatio: Scattering Transforms in Python
JMLR 2020
Deep Network Classification by Scattering and Homotopy Dictionary Learning
ICLR 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
NIPS 2017
Deep Roto-Translation Scattering for Object Classification
CVPR 2015
Unsupervised Deep Haar Scattering on Graphs
NIPS 2014
Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination
CVPR 2013