Bas Peters

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Weakly Supervised

Inverse Problems

Geometric Interpretation

Top Venues

Publications

Matthias Chung, Emma Hart, Julianne Chung, Bas Peters, Eldad Haber
Paired Autoencoders for Inverse Problems. CoRR (2024)
Bas Peters, Eldad Haber, Keegan Lensink
Fully invertible hyperbolic neural networks for segmenting large-scale surface and sub-surface data. CoRR (2024)
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)