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Bas Peters
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 12
Top Topics
Weakly Supervised
Neural Network
Geometric Interpretation
Inverse Problems
Top Venues
CoRR
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Publications
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Bas Peters
CQnet: convex-geometric interpretation and constraining neural-network trajectories.
CoRR
(2023)
Rafael Orozco
,
Philipp A. Witte
,
Mathias Louboutin
,
Ali Siahkoohi
,
Gabrio Rizzuti
,
Bas Peters
,
Felix J. Herrmann
InvertibleNetworks.jl: A Julia package for scalable normalizing flows.
CoRR
(2023)
Bas Peters
,
Eldad Haber
,
Keegan Lensink
Fully reversible neural networks for large-scale surface and sub-surface characterization via remote sensing.
CoRR
(2020)
Bas Peters
Point-to-set distance functions for weakly supervised segmentation.
CoRR
(2020)
Bas Peters
Deep connections between learning from limited labels & physical parameter estimation - inspiration for regularization.
CoRR
(2020)
Bas Peters
,
Justin Granek
,
Eldad Haber
Automatic classification of geologic units in seismic images using partially interpreted examples.
CoRR
(2019)
Bas Peters
,
Eldad Haber
,
Keegan Lensink
Symmetric block-low-rank layers for fully reversible multilevel neural networks.
CoRR
(2019)
Bas Peters
,
Eldad Haber
,
Justin Granek
Neural-networks for geophysicists and their application to seismic data interpretation.
CoRR
(2019)
Bas Peters
,
Felix J. Herrmann
Generalized Minkowski sets for the regularization of inverse problems.
CoRR
(2019)
Keegan Lensink
,
Eldad Haber
,
Bas Peters
Fully Hyperbolic Convolutional Neural Networks.
CoRR
(2019)
Bas Peters
,
Felix J. Herrmann
Algorithms and software for projections onto intersections of convex and non-convex sets with applications to inverse problems.
CoRR
(2019)
Bas Peters
,
Justin Granek
,
Eldad Haber
Multi-resolution neural networks for tracking seismic horizons from few training images.
CoRR
(2018)