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03/30/2022
Towards Multimodal Depth Estimation from Light Fields
Light field applications, especially light field rendering and depth est...
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07/29/2020
Generative Classifiers as a Basis for Trustworthy Computer Vision
With the maturing of deep learning systems, trustworthiness is becoming ...
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01/17/2020
Exact Information Bottleneck with Invertible Neural Networks: Getting the Best of Discriminative and Generative Modeling
The Information Bottleneck (IB) principle offers a unified approach to m...
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09/19/2019
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift
We propose a method for depth estimation from light field data, based on...
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10/23/2018