C. Bartz

Publications
Influence

Image Captioning with Deep Bidirectional LSTMs

Cheng Wang, Haojin Yang, C. Bartz, C. Meinel
Computer Science
ACM Multimedia
4 April 2016

This work presents an end-to-end trainable deep bidirectional LSTM (Long-Short Term Memory) model for image captioning. Expand

Language Identification Using Deep Convolutional Recurrent Neural Networks

C. Bartz, Tom Herold, Haojin Yang, C. Meinel
Computer Science
ICONIP
16 August 2017

We propose a language identification system that solves the problem in the image domain, rather than the audio domain, while maintaining its classification accuracy. Expand

MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?

Joseph Bethge, C. Bartz, Haojin Yang, Y. Chen, C. Meinel
Computer Science, Mathematics
ArXiv
16 January 2020

Binary Neural Networks (BNNs) are neural networks which use binary weights and activations instead of the typical 32-bit floating point values. Expand

BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

Haojin Yang, Martin Fritzsche, C. Bartz, C. Meinel
Computer Science
ACM Multimedia
27 May 2017

Binary Neural Networks (BNNs) can drastically reduce memory size and accesses by applying bit-wise operations instead of standard arithmetic operations. Therefore it could significantly improve the… Expand

STN-OCR: A single Neural Network for Text Detection and Text Recognition

C. Bartz, Haojin Yang, C. Meinel
Computer Science
ArXiv
27 July 2017

We present STN-OCR, a step towards semi-supervised neural networks for scene text recognition, that can be optimized end-to-end. Expand

SEE: Towards Semi-Supervised End-to-End Scene Text Recognition

C. Bartz, Haojin Yang, C. Meinel
Computer Science
AAAI
14 December 2017

We present SEE, a step towards semi-supervised neural networks for scene text detection and recognition, that can be optimized end-to-end. Expand

Learning to Train a Binary Neural Network

Joseph Bethge, Haojin Yang, C. Bartz, C. Meinel
Computer Science, Mathematics
ArXiv
27 September 2018

We evaluate different network architectures and hyperparameters to provide useful insights on how to train a binary neural network and show how to create efficient models. Expand

SceneTextReg: A Real-Time Video OCR System

Haojin Yang, Cheng Wang, C. Bartz, C. Meinel
Computer Science
ACM Multimedia
1 October 2016

We showcase a system for real-time video text recognition by using a standard laptop with webcam. Expand

KISS: Keeping It Simple for Scene Text Recognition

C. Bartz, Joseph Bethge, Haojin Yang, C. Meinel
Computer Science
ArXiv
19 November 2019

We introduce a new model for scene text recognition that only consists of off-the-shelf building blocks for neural networks. Expand

Exploring the Sulfatase 1 Catch Bond Free Energy Landscape using Jarzynski's Equality

V. Walhorn, A. Moeller, C. Bartz, T. Dierks, D. Anselmetti
Biology
1 February 2019

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