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Evaluating Post-Training Compression in GANs using Locality-Sensitive Hashing


Mar 22, 2021
Gonçalo Mordido, Haojin Yang, Christoph Meinel


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Handwriting Classification for the Analysis of Art-Historical Documents


Nov 04, 2020
Christian Bartz, Hendrik RĂ€tz, Christoph Meinel

* Code available at https://github.com/hendraet/handwriting-classification 

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One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN


Oct 21, 2020
Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel

* Code and Models are available at https://github.com/Bartzi/one-model-to-reconstruct-them-all 

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Mark-Evaluate: Assessing Language Generation using Population Estimation Methods


Oct 09, 2020
Gonçalo Mordido, Christoph Meinel

* Accepted at COLING 2020 

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Improving the Evaluation of Generative Models with Fuzzy Logic


Feb 03, 2020
Julian Niedermeier, Gonçalo Mordido, Christoph Meinel

* AAAI 2020 Meta-Eval 

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


Jan 16, 2020
Joseph Bethge, Christian Bartz, Haojin Yang, Ying Chen, Christoph Meinel


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microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination


Jan 10, 2020
Gonçalo Mordido, Haojin Yang, Christoph Meinel

* WACV 2020 

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KISS: Keeping It Simple for Scene Text Recognition


Nov 19, 2019
Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel

* Code and Models available at https://github.com/Bartzi/kiss 

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SignCol: Open-Source Software for Collecting Sign Language Gestures


Oct 31, 2019
Mohammad Eslami, Mahdi Karami, Sedigheh Eslami, Solale Tabarestani, Farah Torkamani-Azar, Christoph Meinel

* The paper is presented at ICSESS conference but the published version by them on the IEEE Xplore is impaired and the quality of figures is inappropriate!! This is the preprint version which had appropriate format and figures 

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


Sep 30, 2019
Andrey Sapegin, Christoph Meinel


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


Jun 19, 2019
Joseph Bethge, Haojin Yang, Marvin Bornstein, Christoph Meinel

* Supplementary Material can be found https://owncloud.hpi.de/s/1jrAUnqRAfg0TXH. arXiv admin note: substantial text overlap with arXiv:1812.01965 

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Towards Automatic Personality Prediction Using Facebook Like Categories


Dec 11, 2018
Raad Bin Tareaf, Philipp Berger, Patrick Hennig, Christoph Meinel

* 14 pages, 6 figures, conference 

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Training Competitive Binary Neural Networks from Scratch


Dec 05, 2018
Joseph Bethge, Marvin Bornstein, Adrian Loy, Haojin Yang, Christoph Meinel

* Our source code can be found at https://github.com/hpi-xnor/BMXNet-v2 

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Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data


Nov 22, 2018
Mina Rezaei, Haojin Yang, Christoph Meinel

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216. arXiv admin note: text overlap with arXiv:1810.03871 

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LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks


Nov 15, 2018
Christian Bartz, Haojin Yang, Joseph Bethge, Christoph Meinel

* To appear in AMV18. Code, datasets and models available at https://github.com/Bartzi/loans 

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Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation


Oct 09, 2018
Mina Rezaei, Haojin Yang, Christoph Meinel


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Learning to Train a Binary Neural Network


Sep 27, 2018
Joseph Bethge, Haojin Yang, Christian Bartz, Christoph Meinel

* Code: https://github.com/Jopyth/BMXNet 

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Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators


Jul 30, 2018
Gonçalo Mordido, Haojin Yang, Christoph Meinel

* ACM KDD'18 Deep Learning Day 

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


Dec 14, 2017
Christian Bartz, Haojin Yang, Christoph Meinel

* AAAI-18. arXiv admin note: substantial text overlap with arXiv:1707.08831 

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Conditional Adversarial Network for Semantic Segmentation of Brain Tumor


Aug 17, 2017
Mina Rezaei, Konstantin Harmuth, Willi Gierke, Thomas Kellermeier, Martin Fischer, Haojin Yang, Christoph Meinel

* Submitted to BraTS challenges which is part of MICCAI-2017 

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Deep Neural Network with l2-norm Unit for Brain Lesions Detection


Aug 17, 2017
Mina Rezaei, Haojin Yang, Christoph Meinel

* Springer2017 
* Accepted for presentation in ICONIP-2017 

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Deep Learning for Medical Image Analysis


Aug 17, 2017
Mina Rezaei, Haojin Yang, Christoph Meinel

* Presented in doctoral consortium in the AIME-2017 conference 

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Brain Abnormality Detection by Deep Convolutional Neural Network


Aug 17, 2017
Mina Rezaei, Haojin Yang, Christoph Meinel

* Accepted for presenting in ACM-womENcourage_2016 

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Language Identification Using Deep Convolutional Recurrent Neural Networks


Aug 16, 2017
Christian Bartz, Tom Herold, Haojin Yang, Christoph Meinel

* to be presented at ICONIP 2017 

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


Jul 27, 2017
Christian Bartz, Haojin Yang, Christoph Meinel

* 9 pages, 6 figures 

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


May 27, 2017
Haojin Yang, Martin Fritzsche, Christian Bartz, Christoph Meinel

* 4 pages 

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Image Captioning with Deep Bidirectional LSTMs


Jul 20, 2016
Cheng Wang, Haojin Yang, Christian Bartz, Christoph Meinel

* accepted by ACMMM 2016 as full paper and oral presentation 

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