activity
20162023
most citedMeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?

74 citations · 517 across the 40 of their papers we have counts for

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Showing 2019Show all

5 papers · 1 filter

cs.CV2019★ 7 cited

KISS: Keeping It Simple for Scene Text Recognition

Christian Bartz, Joseph Bethge, Haojin Yang +1

Over the past few years, several new methods for scene text recognition have been proposed. Most of these methods propose novel building blocks for neural networks. These novel bui…

cs.HC2019

SignCol: Open-Source Software for Collecting Sign Language Gestures

Mohammad Eslami, Mahdi Karami, Sedigheh Eslami +3

Sign(ed) languages use gestures, such as hand or head movements, for communication. Sign language recognition is an assistive technology for individuals with hearing disability and…

cs.LG2019

K-Metamodes: frequency- and ensemble-based distributed k-modes clustering for security analytics

Andrey Sapegin, Christoph Meinel

Nowadays processing of Big Security Data, such as log messages, is commonly used for intrusion detection purposed. Its heterogeneous nature, as well as combination of numerical and…

cs.LG2019★ 44 cited

Back to Simplicity: How to Train Accurate BNNs from Scratch?

Joseph Bethge, Haojin Yang, Marvin Bornstein +1

Binary Neural Networks (BNNs) show promising progress in reducing computational and memory costs but suffer from substantial accuracy degradation compared to their real-valued coun…

cs.CR2019

Don't Wait to be Breached! Creating Asymmetric Uncertainty of Cloud Applications via Moving Target Defenses

Kennedy A. Torkura, Christoph Meinel, Nane Kratzke

Cloud applications expose - besides service endpoints - also potential or actual vulnerabilities. Therefore, cloud security engineering efforts focus on hardening the fortress wall…