Thomas M. Breuel

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 51

Top Venues

CoRR

ICDAR

CVPR

ICIAR (1)

Publications

Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas M. Breuel, Jan Kautz, David Krueger, Pavlo Molchanov
A deeper look at depth pruning of LLMs. CoRR (2024)
Shoaib Ahmed Siddiqui, David Krueger, Thomas M. Breuel
Investigating the Nature of 3D Generalization in Deep Neural Networks. CoRR (2023)
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang
GroupViT: Semantic Segmentation Emerges from Text Supervision. CoRR (2022)
Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang
GroupViT: Semantic Segmentation Emerges from Text Supervision. CVPR (2022)
Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz
Displacement-Invariant Cost Computation for Stereo Matching. Int. J. Comput. Vis. 130 (5) (2022)
Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas M. Breuel, Anima Anandkumar, Jan Kautz
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation. NeurIPS (2021)
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning. ICCV (2021)
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song
Parameter Efficient Multimodal Transformers for Video Representation Learning. ICLR (2021)
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song
Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning. CoRR (2021)
Alex Aizman, Gavin Maltby, Thomas M. Breuel
High Performance I/O For Large Scale Deep Learning. CoRR (2020)
Tailin Wu, Thomas M. Breuel, Michael Skuhersky, Jan Kautz
Discovering Nonlinear Relations with Minimum Predictive Information Regularization. CoRR (2020)
Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz
Displacement-Invariant Cost Computation for Efficient Stereo Matching. CoRR (2020)
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song
Parameter Efficient Multimodal Transformers for Video Representation Learning. CoRR (2020)
Alex Aizman, Gavin Maltby, Thomas M. Breuel
High Performance I/O For Large Scale Deep Learning. IEEE BigData (2019)
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. ICLR (Workshop) (2018)
Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz
Hand Pose Estimation via Latent 2.5D Heatmap Regression. ECCV (11) (2018)
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. CoRR (2018)
Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki
Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. 61 (2018)
Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz
Hand Pose Estimation via Latent 2.5D Heatmap Regression. CoRR (2018)
Thomas M. Breuel
High Performance Text Recognition Using a Hybrid Convolutional-LSTM Implementation. ICDAR (2017)
Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel
Active Canny: edge detection and recovery with open active contour models. IET Image Process. 11 (12) (2017)
Ming-Yu Liu, Thomas M. Breuel, Jan Kautz
Unsupervised Image-to-Image Translation Networks. CoRR (2017)
Thomas M. Breuel
Robust, Simple Page Segmentation Using Hybrid Convolutional MDLSTM Networks. ICDAR (2017)
Ming-Yu Liu, Thomas M. Breuel, Jan Kautz
Unsupervised Image-to-Image Translation Networks. NIPS (2017)
Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki
Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) (2016)
Mihaela Rosca, Thomas M. Breuel
Sequence-to-sequence neural network models for transliteration. CoRR (2016)
Saad Bin Ahmed, Saeeda Naz, Muhammad Imran Razzak, Shiekh Faisal Rashid, Muhammad Zeeshan Afzal, Thomas M. Breuel
Evaluation of cursive and non-cursive scripts using recurrent neural networks. Neural Comput. Appl. 27 (3) (2016)
Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel
KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR (2016)
Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel
Efficient Estimation of k for the Nearest Neighbors Class of Methods. CoRR (2016)
Zhicheng Yan, Hao Zhang, Yangqing Jia, Thomas M. Breuel, Yizhou Yu
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation. CoRR (2016)
Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel
Active Canny: Edge Detection and Recovery with Open Active Contour Models. CoRR (2016)
Wonmin Byeon, Thomas M. Breuel, Federico Raue, Marcus Liwicki
Scene labeling with LSTM recurrent neural networks. CVPR (2015)
Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki
Parallel sequence classification using recurrent neural networks and alignment. ICDAR (2015)
Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel
Scale and rotation invariant OCR for Pashto cursive script using MDLSTM network. ICDAR (2015)
Mohammad Reza Yousefi, Mohammad Reza Soheili, Thomas M. Breuel, Ehsanollah Kabir, Didier Stricker
Binarization-free OCR for historical documents using LSTM networks. ICDAR (2015)
Federico Raue, Wonmin Byeon, Thomas M. Breuel, Marcus Liwicki
Symbol Grounding in Multimodal Sequences using Recurrent Neural Networks. CoCo@NIPS (2015)
Federico Raue, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
Symbol Grounding Association in Multimodal Sequences with Missing Elements. CoRR (2015)
Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas M. Breuel
Recognizable units in Pashto language for OCR. ICDAR (2015)
Adnan Ul-Hasan, Muhammad Zeshan Afzal, Faisal Shafait, Marcus Liwicki, Thomas M. Breuel
A sequence learning approach for multiple script identification. ICDAR (2015)
Thomas M. Breuel
Possible Mechanisms for Neural Reconfigurability and their Implications. CoRR (2015)
Thomas M. Breuel
On the Convergence of SGD Training of Neural Networks. CoRR (2015)
Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel
Scene analysis by mid-level attribute learning using 2D LSTM networks and an application to web-image tagging. Pattern Recognit. Lett. 63 (2015)
Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR (2015)
Thomas M. Breuel
The Effects of Hyperparameters on SGD Training of Neural Networks. CoRR (2015)
Saurav Biswas, Thomas M. Breuel
Learning Morphological Transformations with Recurrent Neural Networks. INNS Conference on Big Data (2015)
Mohammad Reza Yousefi, Mohammad Reza Soheili, Thomas M. Breuel, Didier Stricker
A comparison of 1D and 2D LSTM architectures for the recognition of handwritten Arabic. DRR (2015)
Ouais Alsharif, Tom Ouyang, Françoise Beaufays, Shumin Zhai, Thomas M. Breuel, Johan Schalkwyk
Long short term memory neural network for keyboard gesture decoding. ICASSP (2015)
Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel
Combination of multiple aligned recognition outputs using WFST and LSTM. ICDAR (2015)
Thomas M. Breuel
Benchmarking of LSTM Networks. CoRR (2015)
Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki
Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR (2015)
Tushar Karayil, Adnan Ul-Hasan, Thomas M. Breuel
A segmentation-free approach for printed Devanagari script recognition. ICDAR (2015)
Mayce Ibrahim Ali Al Azawi, Thomas M. Breuel
Context-Dependent Confusions Rules for Building Error Model Using Weighted Finite State Transducers for OCR Post-Processing. Document Analysis Systems (2014)
Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel
Automatic classifier selection for non-experts. Pattern Anal. Appl. 17 (1) (2014)
Saurav Biswas, Muhammad Zeshan Afzal, Thomas M. Breuel
Using recurrent networks for non-temporal classification tasks. IJCNN (2014)
Mayce Ibrahim Ali Al Azawi, Adnan Ul-Hasan, Marcus Liwicki, Thomas M. Breuel
Character-Level Alignment Using WFST and LSTM for Post-processing in Multi-script Recognition Systems - A Comparative Study. ICIAR (1) (2014)
Wonmin Byeon, Thomas M. Breuel
Supervised texture segmentation using 2D LSTM networks. ICIP (2014)
Wonmin Byeon, Marcus Liwicki, Thomas M. Breuel
Texture Classification Using 2D LSTM Networks. ICPR (2014)
Mayce Ibrahim Ali Al Azawi, Muhammad Zeshan Afzal, Thomas M. Breuel
Normalizing historical orthography for OCR historical documents using LSTM. HIP@ICDAR (2013)
Adnan Ul-Hasan, Saad Bin Ahmed, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
Offline Printed Urdu Nastaleeq Script Recognition with Bidirectional LSTM Networks. ICDAR (2013)
Nibal Nayef, Thomas M. Breuel
Constructing a Hierarchical Structure from Symbol Alphabets of Technical Line Drawings. ICDAR (2013)
Nibal Nayef, Thomas M. Breuel
Combining geometric matching with SVM to improve symbol spotting. DRR (2013)
Nibal Nayef, Wonmin Byeon, Thomas M. Breuel
Towards Searchable Line Drawings, a Content-Based Symbol Retrieval Approach with Variable Query Complexity. GREC (2013)
Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang
Large-scale visual sentiment ontology and detectors using adjective noun pairs. ACM Multimedia (2013)
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Towards Generic Text-Line Extraction. ICDAR (2013)
Wan-Lei Zhao, Wonmin Byeon, Thomas M. Breuel
On the Detection and Matching of Structures on Less-textured Scenes. VISAPP (1) (2013)
Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Mohammad Reza Yousefi, Faisal Shafait, Thomas M. Breuel
Robust Binarization of Stereo and Monocular Document Images Using Percentile Filter. CBDAR (2013)
Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
Automatic authentication of color laser print-outs using machine identification codes. Pattern Anal. Appl. 16 (4) (2013)
Nibal Nayef, Thomas M. Breuel
Efficient symbol retrieval by building a symbol index from a collection of line drawings. DRR (2013)
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Coupled snakelets for curled text-line segmentation from warped document images. Int. J. Document Anal. Recognit. 16 (1) (2013)
Adnan Ul-Hasan, Thomas M. Breuel
Can we build language-independent OCR using LSTM networks? MOCR@ICDAR (2013)
Mayce Ibrahim Ali Al Azawi, Marcus Liwicki, Thomas M. Breuel
WFST-based ground truth alignment for difficult historical documents with text modification and layout variations. DRR (2013)
Thomas M. Breuel, Adnan Ul-Hasan, Mayce Ibrahim Ali Al Azawi, Faisal Shafait
High-Performance OCR for Printed English and Fraktur Using LSTM Networks. ICDAR (2013)
Muhammet Bastan, Wonmin Byeon, Thomas M. Breuel
Object Recognition in Multi-View Dual Energy X-ray Images. BMVC (2013)
Joost van Beusekom, Faisal Shafait, Thomas M. Breuel
Text-line examination for document forgery detection. Int. J. Document Anal. Recognit. 16 (2) (2013)
Syed Saqib Bukhari, Hasan S. M. Al-Khaffaf, Faisal Shafait, Mohd Azam Osman, Abdullah Zawawi Talib, Thomas M. Breuel
Final Report of GREC'13 Arc and Line Segmentation Contest. GREC (2013)
Damian Borth, Adrian Ulges, Thomas M. Breuel
Dynamic vocabularies for web-based concept detection by trend discovery. ACM Multimedia (2012)
Nibal Nayef, Muhammad Zeshan Afzal, Thomas M. Breuel
Learning feature weights of symbols, with application to symbol spotting. ICPR (2012)
Hasan S. M. Al-Khaffaf, Faisal Shafait, Michael Patrick Cutter, Thomas M. Breuel
On the performance of Decapod's digital font reconstruction. ICPR (2012)
Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
Scanning Neural Network for Text Line Recognition. Document Analysis Systems (2012)
Syed Saqib Bukhari, Thomas M. Breuel, Abedelkadir Asi, Jihad El-Sana
Layout Analysis for Arabic Historical Document Images Using Machine Learning. ICFHR (2012)
Muhammad Zeshan Afzal, Syed Saqib Bukhari, Martin Krämer, Faisal Shafait, Thomas M. Breuel
Robust stereo matching for document images using parameter selection of text-line extraction. ICPR (2012)
Muhammad Zeshan Afzal, Martin Krämer, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Improvements to Uncalibrated Feature-Based Stereo Matching for Document Images by Using Text-Line Segmentation. Document Analysis Systems (2012)
Adnan Ul-Hasan, Syed Saqib Bukhari, Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
Semi-automated OCR database generation for Nabataean scripts. ICPR (2012)
Martin Krämer, Muhammad Zeshan Afzal, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Robust stereo correspondence for documents by matching connected components of text-lines with dynamic programming. ICPR (2012)
Adnan Ul-Hasan, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
OCR-Free Table of Contents Detection in Urdu Books. Document Analysis Systems (2012)
Mohammad Reza Yousefi, Thomas M. Breuel
Gated Boosting: Efficient Classifier Boosting and Combining. KI (2012)
Ludwig Schmidt-Hackenberg, Mohammad Reza Yousefi, Thomas M. Breuel
Visual cortex inspired features for object detection in X-ray images. ICPR (2012)
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Border Noise Removal of Camera-Captured Document Images Using Page Frame Detection. CBDAR (2011)
Muhammet Bastan, Mohammad Reza Yousefi, Thomas M. Breuel
Visual Words on Baggage X-Ray Images. CAIP (1) (2011)
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Text-Line Extraction Using a Convolution of Isotropic Gaussian Filter with a Set of Line Filters. ICDAR (2011)
Damian Borth, Adrian Ulges, Thomas M. Breuel
Lookapp: interactive construction of web-based concept detectors. ICMR (2011)
Janick V. Frasch, Aleksander Lodwich, Faisal Shafait, Thomas M. Breuel
A Bayes-true data generator for evaluation of supervised and unsupervised learning methods. Pattern Recognit. Lett. 32 (11) (2011)
Sheikh Faisal Rashid, Faisal Shafait, Thomas M. Breuel
An Evaluation of HMM-Based Techniques for the Recognition of Screen Rendered Text. ICDAR (2011)
Faisal Shafait, Thomas M. Breuel
The Effect of Border Noise on the Performance of Projection-Based Page Segmentation Methods. IEEE Trans. Pattern Anal. Mach. Intell. 33 (4) (2011)
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
High Performance Layout Analysis of Arabic and Urdu Document Images. ICDAR (2011)
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
The IUPR Dataset of Camera-Captured Document Images. CBDAR (2011)
Nibal Nayef, Thomas M. Breuel
On the Use of Geometric Matching for Both: Isolated Symbol Recognition and Symbol Spotting. GREC (2011)
Faisal Shafait, Michael Patrick Cutter, Joost van Beusekom, Syed Saqib Bukhari, Thomas M. Breuel
Decapod: A Flexible, Low Cost Digitization Solution for Small and Medium Archives. CBDAR (2011)
Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard
Deep Learners Benefit More from Out-of-Distribution Examples. AISTATS (2011)
Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Improved document image segmentation algorithm using multiresolution morphology. DRR (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas M. Breuel