Gertjan J. Burghouts

According to our database, Gertjan J. Burghouts authored at least 51 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Graph Neural Networks for Learning Equivariant Representations of Neural Networks.

Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang

CoRR, 2024

Synthesizing Classifiers from Prior Knowledge.

Gertjan J. Burghouts, Klamer Schutte, Maarten Kruithof, Wyke Huizinga, Frank Ruis, H. Kuijf

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling.

Leander van den Heuvel, Gertjan J. Burghouts, David W. Zhang, Gwenn Englebienne, Sabina B. van Rooij

CoRR, 2023

Data Augmentations in Deep Weight Spaces.

Aviv Shamsian, David W. Zhang, Aviv Navon, Yan Zhang, Miltiadis Kofinas, Idan Achituve, Riccardo Valperga, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, Ethan Fetaya, Gal Chechik, Haggai Maron

CoRR, 2023

Language-Based Augmentation to Address Shortcut Learning in Object-Goal Navigation.

Dennis Hoftijzer, Gertjan J. Burghouts, Luuk J. Spreeuwers

Proceedings of the Seventh IEEE International Conference on Robotic Computing, 2023

Unlocking Slot Attention by Changing Optimal Transport Costs.

Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the International Conference on Machine Learning, 2023

Efficient Transfer by Robust Label Selection and Learning with Pseudo-Labels.

Wyke Huizinga, Maarten Kruithof, Gertjan J. Burghouts, Klamer Schutte

Proceedings of the IEEE International Conference on Image Processing, 2023

Self-Guided Diffusion Models.

Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Maximum Class Separation as Inductive Bias in One Matrix.

Tejaswi Kasarla, Gertjan J. Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pruning Edges and Gradients to Learn Hypergraphs From Larger Sets.

David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the Learning on Graphs Conference, 2022

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation.

Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the Tenth International Conference on Learning Representations, 2022

Cluster Centers Provide Good First Labels for Object Detection.

Gertjan J. Burghouts, Maarten Kruithof, Wyke Huizinga, Klamer Schutte

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Coarse-to-Fine Visual Question Answering by Iterative, Conditional Refinement.

Gertjan J. Burghouts, Wyke Huizinga

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Recurrently Predicting Hypergraphs.

David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek

CoRR, 2021

Independent Prototype Propagation for Zero-Shot Compositionality.

Frank Ruis, Gertjan J. Burghouts, Doina Bucur

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Set Prediction without Imposing Structure as Conditional Density Estimation.

David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek

Proceedings of the 9th International Conference on Learning Representations, 2021

ZERO - Detect objects without training examples by knowing their parts.

Gertjan J. Burghouts, Fieke Hillerström

Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020

Robotic Self-Assessment of Competence.

Gertjan J. Burghouts, Albert Huizing, Mark A. Neerincx

CoRR, 2020

Spot What Matters: Learning Context Using Graph Convolutional Networks for Weakly-Supervised Action Detection.

Michail Tsiaousis, Gertjan J. Burghouts, Fieke Hillerström, Peter van der Putten

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Task-Specific Novel Object Characterization.

Gertjan J. Burghouts

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2016

Recognizing Stress Using Semantics and Modulation of Speech and Gestures.

Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz

IEEE Trans. Affect. Comput., 2016

2014

Selection of negative samples and two-stage combination of multiple features for action detection in thousands of videos.

Gertjan J. Burghouts, Klamer Schutte, Henri Bouma, R. J. M. den Hollander

Mach. Vis. Appl., 2014

Requirements for multimedia metadata schemes in surveillance applications for security.

Jeroen van Rest, Franc Grootjen, Marc Grootjen, Remco Wijn, Olav Aarts, M. L. Roelofs, Gertjan J. Burghouts, Henri Bouma, Lejla Alic, Wessel Kraaij

Multim. Tools Appl., 2014

An audio-visual dataset of human-human interactions in stressful situations.

Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz

J. Multimodal User Interfaces, 2014

A unified approach to the recognition of complex actions from sequences of zone-crossings.

Gerard Sanroma, Jose Luis Patino, Gertjan J. Burghouts, Klamer Schutte, James M. Ferryman

Image Vis. Comput., 2014

Complex threat detection: Learning vs. rules, using a hierarchy of features.

Gertjan J. Burghouts, Paulien van Slingerland, R. J. M. ten Hove, R. J. M. den Hollander, Klamer Schutte

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013

A comparative study on automatic audio-visual fusion for aggression detection using meta-information.

Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts

Pattern Recognit. Lett., 2013

Spatio-temporal layout of human actions for improved bag-of-words action detection.

Gertjan J. Burghouts, Klamer Schutte

Pattern Recognit. Lett., 2013

Soft-Assignment Random-forest with an Application to Discriminative Representation of Human Actions in Videos.

Gertjan J. Burghouts

Int. J. Pattern Recognit. Artif. Intell., 2013

A Search Engine for Retrieval and Inspection of Events with 48 Human Actions in Realistic Videos.

Gertjan J. Burghouts, Leo de Penning, Maarten Kruithof, Patrick Hanckmann, Johan-Martijn ten Hove, S. Landsmeer, S. P. van den Broek, Richard den Hollander, C. van Leeuwen, S. Korzec, Henri Bouma, Klamer Schutte

Proceedings of the ICPRAM 2013, 2013

Spatio-temporal Saliency for Action Similarity.

Gertjan J. Burghouts, S. P. van den Broek, Johan-Martijn ten Hove

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Improved action recognition by combining multiple 2D views in the bag-of-words model.

Gertjan J. Burghouts, Pieter Eendebak, Henri Bouma, Johan-Martijn ten Hove

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Activity recognition and localization on a truck parking lot.

Maria Andersson, Jose Luis Patino, Gertjan J. Burghouts, Adam Flizikowski, Murray Evans, David Gustafsson, Henrik Petersson, Klamer Schutte, James M. Ferryman

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

Aggression Detection in Speech Using Sensor and Semantic Information.

Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts

Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar.

Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Neural-Symbolic Cognitive Agent with a Mind's Eye.

H. L. H. de Penning, R. J. M. den Hollander, Henri Bouma, Gertjan J. Burghouts, Artur S. d'Avila Garcez

Proceedings of the Neural-Symbolic Learning and Reasoning (NeSy 2012), 2012

Correlations between 48 human actions improve their detection.

Gertjan J. Burghouts, Klamer Schutte

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning the fusion of audio and video aggression assessment by meta-information from human annotations.

Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz

Proceedings of the 15th International Conference on Information Fusion, 2012

Automated Textual Descriptions for a Wide Range of Video Events with 48 Human Actions.

Patrick Hanckmann, Klamer Schutte, Gertjan J. Burghouts

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Automatic Audio-Visual Fusion for Aggression Detection Using Meta-information.

Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

Reasoning About Threats: From Observables to Situation Assessment.

Gertjan J. Burghouts, Jan-Willem Marck

IEEE Trans. Syst. Man Cybern. Part C, 2011

Addressing Multimodality in Overt Aggression Detection.

Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts, Zhenke Yang, Pascal Wiggers

Proceedings of the Text, Speech and Dialogue - 14th International Conference, 2011

2009

Material-specific adaptation of color invariant features.

Gertjan J. Burghouts, Jan-Mark Geusebroek

Pattern Recognit. Lett., 2009

Performance evaluation of local colour invariants.

Gertjan J. Burghouts, Jan-Mark Geusebroek

Comput. Vis. Image Underst., 2009

Automated indicators for behavior interpretation.

Gertjan J. Burghouts, Bert van den Broek, B. G. Alefs, Eric den Breejen, Klamer Schutte

Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

2007

The Distribution Family of Similarity Distances.

Gertjan J. Burghouts, Arnold W. M. Smeulders, Jan-Mark Geusebroek

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

Quasi-periodic spatiotemporal filtering.

Gertjan J. Burghouts, Jan-Mark Geusebroek

IEEE Trans. Image Process., 2006

Color invariant object recognition using entropic graphs.

Jan C. van Gemert, Gertjan J. Burghouts, Frank J. Seinstra, Jan-Mark Geusebroek

Int. J. Imaging Syst. Technol., 2006

Color Textons for Texture Recognition.

Gertjan J. Burghouts, Jan-Mark Geusebroek

Proceedings of the British Machine Vision Conference 2006, 2006

2005

The Amsterdam Library of Object Images.

Jan-Mark Geusebroek, Gertjan J. Burghouts, Arnold W. M. Smeulders

Int. J. Comput. Vis., 2005

2003

An Action Selection Architecture for an Emotional Agent.

Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Rieks op den Akker, Anton Nijholt

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003