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Stefania Petra

Sigma Flows for Image and Data Labeling and Learning Structured Prediction

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Aug 28, 2024
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Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data

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Jun 06, 2024
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Multi-level Geometric Optimization for Regularised Constrained Linear Inverse Problems

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Jul 11, 2022
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Self-Certifying Classification by Linearized Deep Assignment

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Jan 26, 2022
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Learning Linearized Assignment Flows for Image Labeling

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Aug 02, 2021
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Multi-Channel Potts-Based Reconstruction for Multi-Spectral Computed Tomography

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Sep 12, 2020
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Self-Assignment Flows for Unsupervised Data Labeling on Graphs

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Nov 08, 2019
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Learning Adaptive Regularization for Image Labeling Using Geometric Assignment

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Oct 22, 2019
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Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment

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Apr 24, 2019
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Image Labeling by Assignment

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Mar 16, 2016
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