Structured Covariance Matrices for Statistical Image Object Recognition. - Jörg Dahmen; Daniel Keysers; Michael Pitz; Hermann Ney (DAGM-Symposium, 2000)

A Probabilistic View on Tangent Distance. - Daniel Keysers; Jörg Dahmen; Hermann Ney (DAGM-Symposium, 2000)

Invariant Image Object Recognition Using Mixture Densities. - Jörg Dahmen; Daniel Keysers; Mark Oliver Güld; Hermann Ney (ICPR, 2000)

Experiments with an Extended Tangent Distance. - Daniel Keysers; Jörg Dahmen; Thomas Theiner; Hermann Ney (ICPR, 2000)

Classification of Radiographs in the 'Image Retrieval in Medical Applications' - System. - Jörg Dahmen; Thomas Theiner; Daniel Keysers; Thomas Martin Lehmann; Berthold B. Wein (RIAO, 2000)

An Automatic Approach to Invariant Radiograph Classification. - Jörg Dahmen; Daniel Keysers; Michael Motter; Hermann Ney; Thomas Martin Lehmann; Berthold B. Wein (Bildverarbeitung für die Medizin, 2001)

Invariant Classification of Red Blood Cells: A Comparison of Different Approaches. - Daniel Keysers; Jörg Dahmen; Hermann Ney (Bildverarbeitung für die Medizin, 2001)

Learning of Variability for Invariant Statistical Pattern Recognition. - Daniel Keysers; Wolfgang Macherey; Jörg Dahmen; Hermann Ney (ECML, 2001)

Improving automatic speech recognition using tangent distance. - Wolfgang Macherey; Daniel Keysers; Jörg Dahmen; Hermann Ney (INTERSPEECH, 2001)

Combined Classification of Handwritten Digits Using the 'Virtual Test Sample Method'. - Jörg Dahmen; Daniel Keysers; Hermann Ney (Multiple Classifier Systems, 2001)

Statistical Image Object Recognition using Mixture Densities. - Jörg Dahmen; Daniel Keysers; Hermann Ney; Mark Oliver Güld (J. Math. Imaging Vis., 2001)

Eine verteilte Systemarchitektur für IRMA: (Image Retrieval in Medical Applications). - Mark Oliver Güld; Jörg Bredno; Daniel Keysers; Michael Kohnen; Christian Thies; Henning Schubert; Berthold B. Wein; Thomas Martin Lehmann (Bildverarbeitung für die Medizin, 2002)

Parameter Estimation for Automatic Dose Control in Radioscopy. - Daniel Keysers; Sami Celik; Henning Braess; Jörg Dahmen; Hermann Ney (Bildverarbeitung für die Medizin, 2002)

Lokalisation und Delineation des Kollimatorfeldes in digitalen und Film-basierten röntgenbildern. - Thomas Martin Lehmann; Sascha Goudarzi; Nick I. Linnenbrügger; Daniel Keysers; Berthold B. Wein (Bildverarbeitung für die Medizin, 2002)

Classification of Medical Images Using local Representations. - Roberto Paredes; Daniel Keysers; Thomas Martin Lehmann; Berthold B. Wein; Hermann Ney; Enrique Vidal 001 (Bildverarbeitung für die Medizin, 2002)

Maximum Entropy and Gaussian Models for Image Object Recognition. - Daniel Keysers; Franz Josef Och; Hermann Ney (DAGM-Symposium, 2002)

Tangent Distance Kernels for Support Vector Machines. - Bernard Haasdonk; Daniel Keysers (ICPR (2), 2002)

An Evaluation of the WPE Algorithm Using Tangent Distance. - Roberto Paredes Palacios; Enrique Vidal 001; Daniel Keysers (ICPR (4), 2002)

Enhanced histogram normalization in the acoustic feature space. - Sirko Molau; Florian Hilger; Daniel Keysers; Hermann Ney (INTERSPEECH, 2002)

A monohierarchical multiaxial classification code for medical images in content-based retrieval. - Thomas Martin Lehmann; Berthold B. Wein; Daniel Keysers; Michael Kohnen; Henning Schubert (ISBI, 2002)

Automatic localization and delineation of collimation fields in digital and film-based radiographs. - Thomas Martin Lehmann; Sascha Goudarzi; Nick I. Linnenbrügger; Daniel Keysers; Berthold B. Wein (Image Processing, 2002)

A Distributed Architecture for Content-Based Image Retrieval in Medical Applications. - Mark Oliver Güld; Berthold B. Wein; Daniel Keysers; Christian Thies; Michael Kohnen; Henning Schubert; Thomas Martin Lehmann (PRIS, 2002)

Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition. - Daniel Keysers; Roberto Paredes; Hermann Ney; Enrique Vidal 001 (SSPR/SPR, 2002)

Automatische Kategorisierung von medizinischem Bildmaterial in einen multiaxialen monohierarchischen Code. - Mark Oliver Güld; Henning Schubert; Marcel Leisten; Bartosz Plodowski; Benedikt Fischer; Daniel Keysers; Thomas Martin Lehmann (Bildverarbeitung für die Medizin, 2003)

Modulares Design von webbasierten Benutzerschnittstellen für inhaltsbasierte Zugriffe auf medizinische Bilddaten. - Bartosz Plodowski; Mark Oliver Güld; Henning Schubert; Daniel Keysers; Thomas Martin Lehmann (Bildverarbeitung für die Medizin, 2003)

Synthese von regionen- und kantenorientierter parameterfreien Erzeugung von Multiskalengraphen mittels Region Growing. - Christian Thies; Michael Kohnen; Daniel Keysers; Thomas Martin Lehmann (Bildverarbeitung für die Medizin, 2003)

Local Representations for Multi-object Recognition. - Thomas Deselaers; Daniel Keysers; Roberto Paredes; Enrique Vidal 001; Hermann Ney (DAGM-Symposium, 2003)

Training and Recognition of Complex Scenes Using a Holistic Statistical Model. - Daniel Keysers; Michael Motter; Thomas Deselaers; Hermann Ney (DAGM-Symposium, 2003)

Comparison of Log-linear Models and Weighted Dissimilarity Measures. - Daniel Keysers; Roberto Paredes; Enrique Vidal 001; Hermann Ney (IbPRIA, 2003)

Automatic detection of the view position of chest radiographs. - Thomas Martin Lehmann; Mark Oliver Güld; Daniel Keysers; Henning Schubert; Andrea Wenning; Berthold B. Wein (Image Processing, 2003)

Hierarchical feature clustering for content-based retrieval in medical image databases. - Christian Thies; Adam Malik; Daniel Keysers; Michael Kohnen; Benedikt Fischer; Thomas Martin Lehmann (Image Processing, 2003)

Platform for distributed image processing and image retrieval. - Mark Oliver Güld; Christian Thies; Benedikt Fischer; Daniel Keysers; Berthold B. Wein; Thomas Martin Lehmann (VCIP, 2003)

Determining the View of Chest Radiographs. - Thomas Martin Lehmann; Mark Oliver Güld; Daniel Keysers; Henning Schubert; Michael Kohnen; Berthold B. Wein (J. Digit. Imaging, 2003)

Statistical framework for model-based image retrieval in medical applications. - Daniel Keysers; Jörg Dahmen; Hermann Ney; Berthold B. Wein; Thomas Martin Lehmann (J. Electronic Imaging, 2003)

Elastic image matching is NP-complete. - Daniel Keysers; Walter Unger (Pattern Recognit. Lett., 2003)

Matching training and test data distributions for robust speech recognition. - Sirko Molau; Daniel Keysers; Hermann Ney (Speech Commun., 2003)

Classification of Medical Images using Non-linear Distortion Models. - Daniel Keysers; Christian Gollan; Hermann Ney (Bildverarbeitung für die Medizin, 2004)

FIRE - Flexible Image Retrieval Engine: ImageCLEF 2004 Evaluation. - Thomas Deselaers; Daniel Keysers; Hermann Ney (CLEF, 2004)

Features for Image Retrieval: A Quantitative Comparison. - Thomas Deselaers; Daniel Keysers; Hermann Ney (DAGM-Symposium, 2004)

Pixel-to-Pixel Matching for Image Recognition Using Hungarian Graph Matching. - Daniel Keysers; Thomas Deselaers; Hermann Ney (DAGM-Symposium, 2004)

Classification Error Rate for Quantitative Evaluation of Content-based Image Retrieval Systems. - Thomas Deselaers; Daniel Keysers; Hermann Ney (ICPR (2), 2004)

Local Context in Non-Linear Deformation Models for Handwritten Character Recognition. - Daniel Keysers; Christian Gollan; Hermann Ney (ICPR (4), 2004)

Linear Discriminant Analysis and Discriminative Log-linear Modeling. - Daniel Keysers; Hermann Ney (ICPR (1), 2004)

Enhancements for Local Feature Based Image Classification. - Tobias Kölsch; Daniel Keysers; Hermann Ney; Roberto Paredes (ICPR (1), 2004)

Similarity of Medical Images Computed from Global Feature Vectors for Content-Based Retrieval. - Thomas Martin Lehmann; Mark Oliver Güld; Daniel Keysers; Thomas Deselaers; Henning Schubert; Berthold B. Wein; Klaus Spitzer 001 (KES, 2004)

IRMA - Content-Based Image Retrieval in Medical Applications. - Thomas Martin Lehmann; Mark Oliver Güld; Christian Thies; Bartosz Plodowski; Daniel Keysers; Bastian Ott; Henning Schubert (MedInfo, 2004)

Integrated Handwriting Recognition And Interpretation Using Finite-State Models. - Alejandro H. Toselli; Alfons Juan; Jorge González; Ismael Salvador; Enrique Vidal 001; Francisco Casacuberta; Daniel Keysers; Hermann Ney (Int. J. Pattern Recognit. Artif. Intell., 2004)

Adaptation in Statistical Pattern Recognition Using Tangent Vectors. - Daniel Keysers; Wolfgang Macherey; Hermann Ney; Jörg Dahmen (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

FIRE in ImageCLEF 2005: Combining Content-Based Image Retrieval with Textual Information Retrieval. - Thomas Deselaers; Tobias Weyand; Daniel Keysers; Wolfgang Macherey; Hermann Ney (CLEF, 2005)

Discriminative Training for Object Recognition Using Image Patches. - Thomas Deselaers; Daniel Keysers; Hermann Ney (CVPR (2), 2005)

Improving a Discriminative Approach to Object Recognition Using Image Patches. - Thomas Deselaers; Daniel Keysers; Hermann Ney (DAGM-Symposium, 2005)

Combination of Tangent Distance and an Image Distortion Model for Appearance-Based Sign Language Recognition. - Morteza Zahedi; Daniel Keysers; Thomas Deselaers; Hermann Ney (DAGM-Symposium, 2005)

GfKl Data Mining Competition 2005: Predicting Liquidity Crises of Companies. - Jens Strackeljan; Roland Jonscher; Sigurd Prieur; David Vogel; Thomas Deselaers; Daniel Keysers; Arne Mauser; Ilja Bezrukov; Andre Hegerath (GfKl, 2005)

Optimal Line and Arc Detection on Run-Length Representations. - Daniel Keysers; Thomas M. Breuel (GREC, 2005)

Gesture Recognition Using Image Comparison Methods. - Philippe Dreuw; Daniel Keysers; Thomas Deselaers; Hermann Ney (Gesture Workshop, 2005)

Pronunciation Clustering and Modeling of Variability for Appearance-Based Sign Language Recognition. - Morteza Zahedi; Daniel Keysers; Hermann Ney (Gesture Workshop, 2005)

Appearance-Based Recognition of Words in American Sign Language. - Morteza Zahedi; Daniel Keysers; Hermann Ney (IbPRIA (1), 2005)

Predicting Customer Behavior using Naive Bayes and Maximum Entrop. - Arne Mauser; Ilja Bezrukov; Thomas Deselaers; Daniel Keysers (Informatiktage, 2005)

Erweiterung eines holistischen statistischen Bilderkenners zur Verwendung von mehreren Merkmalen. - David Rybach; Daniel Keysers; Hermann Ney (Informatiktage, 2005)

The 2005 PASCAL Visual Object Classes Challenge. - Mark Everingham; Andrew Zisserman; Christopher K. I. Williams; Luc Van Gool; Moray Allan; Christopher M. Bishop; Olivier Chapelle; Navneet Dalal; Thomas Deselaers; Gyuri Dorkó; Stefan Duffner; Jan Eichhorn; et al. (MLCW, 2005)

Modeling of image variability for recognition. - Daniel Keysers (2006)

Color image dequantization by constrained diffusion. - Daniel Keysers; Christoph H. Lampert; Thomas M. Breuel (Color Imaging: Processing, Hardcopy, and Applications, 2006)

Sparse Patch-Histograms for Object Classification in Cluttered Images. - Thomas Deselaers; Andre Hegerath; Daniel Keysers; Hermann Ney (DAGM-Symposium, 2006)

Performance Comparison of Six Algorithms for Page Segmentation. - Faisal Shafait; Daniel Keysers; Thomas M. Breuel (Document Analysis Systems, 2006)

Distance Measures for Layout-Based Document Image Retrieval. - Joost van Beusekom; Daniel Keysers; Faisal Shafait; Thomas M. Breuel (DIAL, 2006)

Tracking Using Dynamic Programming for Appearance-Based Sign Language Recognition. - Philippe Dreuw; Thomas Deselaers; David Rybach; Daniel Keysers; Hermann Ney (FGR, 2006)

Modeling of image variability for recognition. - Daniel Keysers (Ausgezeichnete Informatikdissertationen, 2006)

Pixel-Accurate Representation and Evaluation of Page Segmentation in Document Images. - Faisal Shafait; Daniel Keysers; Thomas M. Breuel (ICPR (1), 2006)

Spatiogram-Based Shot Distances for Video Retrieval. - Adrian Ulges; Christoph Lampert; Daniel Keysers (TRECVID, 2006)

Improving accessibility of html documents bygenerating image-tags in a proxy. - Daniel Keysers; Marius Renn; Thomas M. Breuel (ASSETS, 2007)

Optimal Dominant Motion Estimation Using Adaptive Search of Transformation Space. - Adrian Ulges; Christoph H. Lampert; Daniel Keysers; Thomas M. Breuel (DAGM-Symposium, 2007)

GREC 2007 Arc Segmentation Contest: Evaluation of Four Participating Algorithms. - Faisal Shafait; Daniel Keysers; Thomas M. Breuel (GREC, 2007)

Example-Based Logical Labeling of Document Title Page Images. - Joost van Beusekom; Daniel Keysers; Faisal Shafait; Thomas M. Breuel (ICDAR, 2007)

Bibliographic Meta-Data Extraction Using Probabilistic Finite State Transducers. - Martin Krämer; Hagen Kaprykowsky; Daniel Keysers; Thomas M. Breuel (ICDAR, 2007)

Page Frame Detection for Marginal Noise Removal from Scanned Documents. - Faisal Shafait; Joost van Beusekom; Daniel Keysers; Thomas M. Breuel (SCIA, 2007)

Document image zone classification - a simple high-performance approach. - Daniel Keysers; Faisal Shafait; Thomas M. Breuel (VISAPP (2), 2007)

Comparison and Combination of State-of-the-art Techniques for Handwritten Character Recognition: Topping the MNIST Benchmark - Daniel Keysers (CoRR, 2007)

Deformation Models for Image Recognition. - Daniel Keysers; Thomas Deselaers; Christian Gollan; Hermann Ney (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Automatic Image Tagging Using Community-Driven Online Image Databases. - Marius Renn; Joost van Beusekom; Daniel Keysers; Thomas M. Breuel (Adaptive Multimedia Retrieval, 2008)

Identifying relevant frames in weakly labeled videos for training concept detectors. - Adrian Ulges; Christian Schulze 001; Daniel Keysers; Thomas M. Breuel (CIVR, 2008)

Structural Mixtures for Statistical Layout Analysis. - Faisal Shafait; Joost van Beusekom; Daniel Keysers; Thomas M. Breuel (Document Analysis Systems, 2008)

Efficient implementation of local adaptive thresholding techniques using integral images. - Faisal Shafait; Daniel Keysers; Thomas M. Breuel (DRR, 2008)

Background variability modeling for statistical layout analysis. - Faisal Shafait; Joost van Beusekom; Daniel Keysers; Thomas M. Breuel (ICPR, 2008)

A System That Learns to Tag Videos by Watching Youtube. - Adrian Ulges; Christian Schulze 001; Daniel Keysers; Thomas M. Breuel (ICVS, 2008)

Document cleanup using page frame detection. - Faisal Shafait; Joost van Beusekom; Daniel Keysers; Thomas M. Breuel (Int. J. Document Anal. Recognit., 2008)

Features for image retrieval: an experimental comparison. - Thomas Deselaers; Daniel Keysers; Hermann Ney (Inf. Retr., 2008)

Performance Evaluation and Benchmarking of Six-Page Segmentation Algorithms. - Faisal Shafait; Daniel Keysers; Thomas M. Breuel (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Response to "Projection Methods Require Black Border Removal". - Faisal Shafait; Daniel Keysers; Thomas M. Breuel (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

GyroPen: Gyroscopes for Pen-Input With Mobile Phones. - Thomas Deselaers; Daniel Keysers; Jan Hendrik Hosang; Henry A. Rowley (IEEE Trans. Hum. Mach. Syst., 2015)

Multi-Language Online Handwriting Recognition. - Daniel Keysers; Thomas Deselaers; Henry A. Rowley; Li-Lun Wang; Victor Carbune (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Measuring Compositional Generalization: A Comprehensive Method on Realistic Data. - Daniel Keysers; Nathanael Schärli; Nathan Scales; Hylke Buisman; Daniel Furrer; Sergii Kashubin; Nikola Momchev; Danila Sinopalnikov; Lukasz Stafiniak; Tibor Tihon; Dmitry Tsarkov; Xiao Wang 038; et al. (ICLR, 2020)

What Do Neural Networks Learn When Trained With Random Labels? - Hartmut Maennel; Ibrahim M. Alabdulmohsin; Ilya O. Tolstikhin; Robert J. N. Baldock; Olivier Bousquet; Sylvain Gelly; Daniel Keysers (NeurIPS, 2020)

Predicting Neural Network Accuracy from Weights. - Thomas Unterthiner; Daniel Keysers; Sylvain Gelly; Olivier Bousquet; Ilya O. Tolstikhin (CoRR, 2020)

Deep Ensembles for Low-Data Transfer Learning. - Basil Mustafa; Carlos Riquelme; Joan Puigcerver; André Susano Pinto; Daniel Keysers; Neil Houlsby (CoRR, 2020)

Fast multi-language LSTM-based online handwriting recognition. - Victor Carbune; Pedro Gonnet; Thomas Deselaers; Henry A. Rowley; Alexander N. Daryin; Marcos Calvo; Li-Lun Wang; Daniel Keysers; Sandro Feuz; Philippe Gervais (Int. J. Document Anal. Recognit., 2020)

Scalable Transfer Learning with Expert Models. - Joan Puigcerver; Carlos Riquelme Ruiz; Basil Mustafa; Cédric Renggli; André Susano Pinto; Sylvain Gelly; Daniel Keysers; Neil Houlsby (ICLR, 2021)

Scaling Vision with Sparse Mixture of Experts. - Carlos Riquelme; Joan Puigcerver; Basil Mustafa; Maxim Neumann; Rodolphe Jenatton; André Susano Pinto; Daniel Keysers; Neil Houlsby (NeurIPS, 2021)

MLP-Mixer: An all-MLP Architecture for Vision. - Ilya O. Tolstikhin; Neil Houlsby; Alexander Kolesnikov 003; Lucas Beyer; Xiaohua Zhai; Thomas Unterthiner; Jessica Yung; Andreas Steiner 001; Daniel Keysers; Jakob Uszkoreit; Mario Lucic; Alexey Dosovitskiy (NeurIPS, 2021)

A Generalized Lottery Ticket Hypothesis. - Ibrahim M. Alabdulmohsin; Larisa Markeeva; Daniel Keysers; Ilya O. Tolstikhin (CoRR, 2021)

Continental-Scale Building Detection from High Resolution Satellite Imagery. - Wojciech Sirko; Sergii Kashubin; Marvin Ritter; Abigail Annkah; Yasser Salah Eddine Bouchareb; Yann N. Dauphin; Daniel Keysers; Maxim Neumann; Moustapha Cissé; John Quinn (CoRR, 2021)

The Impact of Reinitialization on Generalization in Convolutional Neural Networks. - Ibrahim M. Alabdulmohsin; Hartmut Maennel; Daniel Keysers (CoRR, 2021)

LiT: Zero-Shot Transfer with Locked-image text Tuning. - Xiaohua Zhai; Xiao Wang 038; Basil Mustafa; Andreas Steiner 001; Daniel Keysers; Alexander Kolesnikov 003; Lucas Beyer (CVPR, 2022)

Video OWL-ViT: Temporally-consistent open-world localization in video. - Georg Heigold; Daniel Keysers; Matthias Minderer; Mario Lucic; Alexey A. Gritsenko; Fisher Yu 001; Alex Bewley; Thomas Kipf (ICCV, 2023)

Scaling Vision Transformers to 22 Billion Parameters. - Mostafa Dehghani 001; Josip Djolonga; Basil Mustafa; Piotr Padlewski; Jonathan Heek; Justin Gilmer; Andreas Peter Steiner; Mathilde Caron; Robert Geirhos; Ibrahim Alabdulmohsin; Rodolphe Jenatton; Lucas Beyer; et al. (ICML, 2023)

PaLI-X: On Scaling up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CoRR, 2023)

PaLI-3 Vision Language Models: Smaller, Faster, Stronger. - Xi Chen 071; Xiao Wang 038; Lucas Beyer; Alexander Kolesnikov 003; Jialin Wu; Paul Voigtlaender; Basil Mustafa; Sebastian Goodman; Ibrahim Alabdulmohsin; Piotr Padlewski; Daniel Salz; Xi Xiong; et al. (CoRR, 2023)

On Scaling Up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CVPR, 2024)

PaliGemma: A versatile 3B VLM for transfer. - Lucas Beyer; Andreas Steiner 001; André Susano Pinto; Alexander Kolesnikov 003; Xiao Wang 038; Daniel Salz; Maxim Neumann; Ibrahim Alabdulmohsin; Michael Tschannen; Emanuele Bugliarello; Thomas Unterthiner; Daniel Keysers; et al. (CoRR, 2024)

PaliGemma 2: A Family of Versatile VLMs for Transfer. - Andreas Steiner 001; André Susano Pinto; Michael Tschannen; Daniel Keysers; Xiao Wang 038; Yonatan Bitton; Alexey A. Gritsenko; Matthias Minderer; Anthony Sherbondy; Shangbang Long; Siyang Qin; R. Reeve Ingle; et al. (CoRR, 2024)