Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Marcus Liwicki

Marcus Liwicki

Luleå University of Technology

Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks


May 08, 2021
Khurram Azeem Hashmi, Marcus Liwicki, Didier Stricker, Muhammad Adnan Afzal, Muhammad Ahtsham Afzal, Muhammad Zeshan Afzal

* 23 pages, 14 figures 

  Access Paper or Ask Questions

Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms


Apr 25, 2021
Tosin P. Adewumi, Saleha Javed, Roshanak Vadoodi, Aparajita Tripathy, Konstantina Nikolaidou, Foteini Liwicki, Marcus Liwicki

* 7 pages, 2 figures, 6 tables 

  Access Paper or Ask Questions

Guided Table Structure Recognition through Anchor Optimization


Apr 21, 2021
Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Noman Afzal, Muhammad Zeshan Afzal

* 13 pages, 8 figures, 5 tables. Submitted to IEEE Access Journal 

  Access Paper or Ask Questions

The Challenge of Diacritics in Yoruba Embeddings


Nov 15, 2020
Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki

* Presented at NeurIPS 2020 Workshop on Machine Learning for the Developing World 

  Access Paper or Ask Questions

Corpora Compared: The Case of the Swedish Gigaword & Wikipedia Corpora


Nov 06, 2020
Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki

* Presented at the Eighth Swedish Language Technology Conference (SLTC) 

  Access Paper or Ask Questions

Exploring Swedish & English fastText Embeddings with the Transformer


Jul 23, 2020
Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki

* 10 pages, 2 figures, 8 tables 

  Access Paper or Ask Questions

Word2Vec: Optimal Hyper-Parameters and Their Impact on NLP Downstream Tasks


Mar 23, 2020
Tosin P. Adewumi, Foteini Liwicki, Marcus Liwicki

* 12 pages, 7 figures, 6 tables 

  Access Paper or Ask Questions

Pretraining Image Encoders without Reconstruction via Feature Prediction Loss


Mar 16, 2020
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki


  Access Paper or Ask Questions

HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics


Mar 03, 2020
Pedro Alonso, Kumar Shridhar, Denis Kleyko, Evgeny Osipov, Marcus Liwicki

* 17 pages, 1 figure, 12 tables 

  Access Paper or Ask Questions

Improving Image Autoencoder Embeddings with Perceptual Loss


Jan 10, 2020
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki


  Access Paper or Ask Questions

Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks


Nov 13, 2019
Michele Alberti, Angela Botros, Narayan Schuez, Rolf Ingold, Marcus Liwicki, Mathias Seuret

* 8 pages 

  Access Paper or Ask Questions

Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts


Jul 01, 2019
Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki

* 2019 15th IAPR International Conference on Document Analysis and Recognition (ICDAR), Sydney, Australia 

  Access Paper or Ask Questions

Improving Reproducible Deep Learning Workflows with DeepDIVA


Jun 11, 2019
Michele Alberti, Vinaychandran Pondenkandath, Lars Vögtlin, Marcel Würsch, Rolf Ingold, Marcus Liwicki

* 6th Swiss Conference on Data Science (SDS), Bern, Switzerland, 2019 

  Access Paper or Ask Questions

Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass


Jun 11, 2019
Joel Niklaus, Michele Alberti, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki

* 6th Swiss Conference on Data Science (SDS), Bern, Switzerland, 2019 

  Access Paper or Ask Questions

A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis


May 22, 2019
Linda Studer, Michele Alberti, Vinaychandran Pondenkandath, Pinar Goktepe, Thomas Kolonko, Andreas Fischer, Marcus Liwicki, Rolf Ingold


  Access Paper or Ask Questions

ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records


Mar 18, 2019
Foteini Simistira Liwicki, Rajkumar Saini, Derek Dobson, Jon Morrey, Marcus Liwicki


  Access Paper or Ask Questions

Using Deep Object Features for Image Descriptions


Feb 25, 2019
Ashutosh Mishra, Marcus Liwicki

* arXiv admin note: text overlap with arXiv:1411.2539, arXiv:1609.06647 by other authors 

  Access Paper or Ask Questions

A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference


Jan 08, 2019
Kumar Shridhar, Felix Laumann, Marcus Liwicki

* arXiv admin note: text overlap with arXiv:1506.02158, arXiv:1703.04977 by other authors 

  Access Paper or Ask Questions

Leveraging Random Label Memorization for Unsupervised Pre-Training


Nov 05, 2018
Vinaychandran Pondenkandath, Michele Alberti, Sammer Puran, Rolf Ingold, Marcus Liwicki

* 6 pages 

  Access Paper or Ask Questions

Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks


Oct 17, 2018
Paul Maergner, Vinaychandran Pondenkandath, Michele Alberti, Marcus Liwicki, Kaspar Riesen, Rolf Ingold, Andreas Fischer

* Structural, Syntactic, and Statistical Pattern Recognition. S+SSPR 2018. Lecture Notes in Computer Science, vol 11004. Springer, Cham 

  Access Paper or Ask Questions

Subword Semantic Hashing for Intent Classification on Small Datasets


Oct 16, 2018
Kumar Shridhar, Amit Sahu, Ayushman Dash, Pedro Alonso, Gustav Pihlgren, Vinay Pondeknath, Fotini Simistira, Marcus Liwicki


  Access Paper or Ask Questions

Bayesian Convolutional Neural Networks


Sep 10, 2018
Kumar Shridhar, Felix Laumann, Adrian Llopart Maurin, Marcus Liwicki

* arXiv admin note: text overlap with arXiv:1704.02798 by other authors 

  Access Paper or Ask Questions

Are You Tampering With My Data?


Aug 21, 2018
Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Manuel Bouillon, Mathias Seuret, Rolf Ingold, Marcus Liwicki

* European Conference on Computer Vision (ECCV 2018), Workshop on Objectionable Content and Misinformation 
* 18 pages 

  Access Paper or Ask Questions

Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks


Jun 22, 2018
Andreas Kölsch, Ashutosh Mishra, Saurabh Varshneya, Muhammad Zeshan Afzal, Marcus Liwicki


  Access Paper or Ask Questions

Bidirectional Learning for Robust Neural Networks


May 21, 2018
Sidney Pontes-Filho, Marcus Liwicki

* 10 pages, 4 figures, 5 tables 

  Access Paper or Ask Questions

DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments


Apr 23, 2018
Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Rolf Ingold, Marcus Liwicki

* Submitted at the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), 6 pages, 6 Figures 

  Access Paper or Ask Questions

Identifying Cross-Depicted Historical Motifs


Apr 05, 2018
Vinaychandran Pondenkandath, Michele Alberti, Nicole Eichenberger, Rolf Ingold, Marcus Liwicki

* 6 pages, 6 figures, Submitted at the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018) 

  Access Paper or Ask Questions

A Pitfall of Unsupervised Pre-Training


Dec 17, 2017
Michele Alberti, Mathias Seuret, Rolf Ingold, Marcus Liwicki

* Conference on Neural Information Processing Systems, Deep Learning: Bridging Theory and Practice, December 2017 
* This submission has been withdrawn by the author, it is a duplicate of arXiv:1703.04332 

  Access Paper or Ask Questions