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01/22/2020
Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks
Deep learning methods are widely regarded as indispensable when it comes...
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06/28/2018
Expolring Architectures for CNN-Based Word Spotting
The goal in word spotting is to retrieve parts of document images which ...
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01/26/2018
Weakly Supervised Object Detection with Pointwise Mutual Information
In this work a novel approach for weakly supervised object detection tha...
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12/20/2017
Attribute CNNs for Word Spotting in Handwritten Documents
Word spotting has become a field of strong research interest in document...
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12/01/2017
Learning Deep Representations for Word Spotting Under Weak Supervision
Convolutional Neural Networks have made their mark in various fields of ...
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09/26/2016
Optimistic and Pessimistic Neural Networks for Scene and Object Recognition
In this paper the application of uncertainty modeling to convolutional n...
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04/01/2016