Gertjan J. Burghouts

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 35

Top Topics

Prior Knowledge

Multiple Features

Action Detection

Diffusion Models

Top Venues

ICPR Workshops (4)

Publications

Judith Dijk, Gertjan J. Burghouts, Kapil D. Katyal, Bryanna Y. Yeh, Craig Knuth, Ella Fokkinga, Tejaswi Kasarla, Pascal Mettes
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability. CoRR (2024)
Gertjan J. Burghouts, Klamer Schutte, Maarten Kruithof, Wyke Huizinga, Frank Ruis, H. Kuijf
Synthesizing Classifiers from Prior Knowledge. VISIGRAPP (2): VISAPP (2024)
Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang
Graph Neural Networks for Learning Equivariant Representations of Neural Networks. CoRR (2024)
Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang
Graph Neural Networks for Learning Equivariant Representations of Neural Networks. ICLR (2024)
Dennis Hoftijzer, Gertjan J. Burghouts, Luuk J. Spreeuwers
Language-Based Augmentation to Address Shortcut Learning in Object Goal Navigation. CoRR (2024)
Gertjan J. Burghouts, Fieke Hillerström, Erwin Walraven, Michael van Bekkum, Frank Ruis, Joris Sijs, Jelle van Mil, Judith Dijk
Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols. CoRR (2024)
Gertjan J. Burghouts, Marianne Schaaphok, Michael van Bekkum, Wouter Meijer, Fieke Hillerström, Jelle van Mil
Affordance Perception by a Knowledge-Guided Vision-Language Model with Efficient Error Correction. CoRR (2024)
Wouter Meijer, Anne C. Kemmeren, E. H. J. Riemens, J. E. Fransman, Michael van Bekkum, Gertjan J. Burghouts, Jelle van Mil
Scaling 3D Reasoning with LMMs to Large Robot Mission Environments Using Datagraphs. CoRR (2024)
Anne C. Kemmeren, Gertjan J. Burghouts, Michael van Bekkum, Wouter Meijer, Jelle van Mil
Which objects help me to act effectively? Reasoning about physically-grounded affordances. CoRR (2024)
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
Data Augmentations in Deep Weight Spaces. CoRR (2023)
Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek
Self-Guided Diffusion Models. CVPR (2023)
Wyke Huizinga, Maarten Kruithof, Gertjan J. Burghouts, Klamer Schutte
Efficient Transfer by Robust Label Selection and Learning with Pseudo-Labels. ICIP (2023)
Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
Unlocking Slot Attention by Changing Optimal Transport Costs. ICML (2023)
Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
Unlocking Slot Attention by Changing Optimal Transport Costs. CoRR (2023)
Leander van den Heuvel, Gertjan J. Burghouts, David W. Zhang, Gwenn Englebienne, Sabina B. van Rooij
Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling. CoRR (2023)
Dennis Hoftijzer, Gertjan J. Burghouts, Luuk J. Spreeuwers
Language-Based Augmentation to Address Shortcut Learning in Object-Goal Navigation. IRC (2023)
Gertjan J. Burghouts, Maarten Kruithof, Wyke Huizinga, Klamer Schutte
Cluster Centers Provide Good First Labels for Object Detection. ICIAP (1) (2022)
Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek
Self-Guided Diffusion Models. CoRR (2022)
Gertjan J. Burghouts, Wyke Huizinga
Coarse-to-Fine Visual Question Answering by Iterative, Conditional Refinement. ICIAP (2) (2022)
Tejaswi Kasarla, Gertjan J. Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes
Maximum Class Separation as Inductive Bias in One Matrix. NeurIPS (2022)
David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
Pruning Edges and Gradients to Learn Hypergraphs From Larger Sets. LoG (2022)
Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. ICLR (2022)
Tejaswi Kasarla, Gertjan J. Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes
Maximum Class Separation as Inductive Bias in One Matrix. CoRR (2022)
Frank Ruis, Gertjan J. Burghouts, Doina Bucur
Independent Prototype Propagation for Zero-Shot Compositionality. NeurIPS (2021)
David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
Recurrently Predicting Hypergraphs. CoRR (2021)
Gertjan J. Burghouts, Fieke Hillerström
ZERO - Detect objects without training examples by knowing their parts. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Frank Ruis, Gertjan J. Burghouts, Doina Bucur
Independent Prototype Propagation for Zero-Shot Compositionality. CoRR (2021)
Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. CoRR (2021)
Michail Tsiaousis, Gertjan J. Burghouts, Fieke Hillerström, Peter van der Putten
Spot What Matters: Learning Context Using Graph Convolutional Networks for Weakly-Supervised Action Detection. CoRR (2021)
David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
Set Prediction without Imposing Structure as Conditional Density Estimation. ICLR (2021)
Michail Tsiaousis, Gertjan J. Burghouts, Fieke Hillerström, Peter van der Putten
Spot What Matters: Learning Context Using Graph Convolutional Networks for Weakly-Supervised Action Detection. ICPR Workshops (4) (2020)
David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
Set Prediction without Imposing Structure as Conditional Density Estimation. CoRR (2020)
Gertjan J. Burghouts
Task-Specific Novel Object Characterization. ICPR Workshops (4) (2020)
Gertjan J. Burghouts, Albert Huizing, Mark A. Neerincx
Robotic Self-Assessment of Competence. CoRR (2020)
Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
Recognizing Stress Using Semantics and Modulation of Speech and Gestures. IEEE Trans. Affect. Comput. 7 (2) (2016)
Gertjan J. Burghouts, Klamer Schutte, Henri Bouma, Richard J. M. den Hollander
Selection of negative samples and two-stage combination of multiple features for action detection in thousands of videos. Mach. Vis. Appl. 25 (1) (2014)
Gerard Sanroma, Jose Luis Patino, Gertjan J. Burghouts, Klamer Schutte, James M. Ferryman
A unified approach to the recognition of complex actions from sequences of zone-crossings. Image Vis. Comput. 32 (5) (2014)
Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
An audio-visual dataset of human-human interactions in stressful situations. J. Multimodal User Interfaces 8 (1) (2014)
Jeroen van Rest, Franc Grootjen, Marc Grootjen, Remco Wijn, Olav Aarts, M. L. Roelofs, Gertjan J. Burghouts, Henri Bouma, Lejla Alic, Wessel Kraaij
Requirements for multimedia metadata schemes in surveillance applications for security. Multim. Tools Appl. 70 (1) (2014)
Gertjan J. Burghouts, Paulien van Slingerland, R. J. M. ten Hove, Richard J. M. den Hollander, Klamer Schutte
Complex threat detection: Learning vs. rules, using a hierarchy of features. AVSS (2014)
Gertjan J. Burghouts, Leo de Penning, Maarten Kruithof, Patrick Hanckmann, Johan-Martijn ten Hove, S. Landsmeer, S. P. van den Broek, Richard J. M. den Hollander, C. van Leeuwen, S. Korzec, Henri Bouma, Klamer Schutte
A Search Engine for Retrieval and Inspection of Events with 48 Human Actions in Realistic Videos. ICPRAM (2013)
Maria Andersson, Jose Luis Patino, Gertjan J. Burghouts, Adam Flizikowski, Murray Evans, David Gustafsson, Henrik Petersson, Klamer Schutte, James M. Ferryman
Activity recognition and localization on a truck parking lot. AVSS (2013)
Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts
A comparative study on automatic audio-visual fusion for aggression detection using meta-information. Pattern Recognit. Lett. 34 (15) (2013)
Gertjan J. Burghouts, Klamer Schutte
Spatio-temporal layout of human actions for improved bag-of-words action detection. Pattern Recognit. Lett. 34 (15) (2013)
Gertjan J. Burghouts
Soft-Assignment Random-forest with an Application to Discriminative Representation of Human Actions in Videos. Int. J. Pattern Recognit. Artif. Intell. 27 (4) (2013)
Gertjan J. Burghouts, S. P. van den Broek, Johan-Martijn ten Hove
Spatio-temporal Saliency for Action Similarity. CVPR Workshops (2013)
Gertjan J. Burghouts, Pieter Eendebak, Henri Bouma, Johan-Martijn ten Hove
Improved action recognition by combining multiple 2D views in the bag-of-words model. AVSS (2013)
Gertjan J. Burghouts, Klamer Schutte
Correlations between 48 human actions improve their detection. ICPR (2012)
Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts
Aggression Detection in Speech Using Sensor and Semantic Information. TSD (2012)
Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
Automatic Audio-Visual Fusion for Aggression Detection Using Meta-information. AVSS (2012)
Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte
Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar. SSPR/SPR (2012)
H. L. H. de Penning, R. J. M. den Hollander, Henri Bouma, Gertjan J. Burghouts, Artur S. d'Avila Garcez
A Neural-Symbolic Cognitive Agent with a Mind's Eye. NeSy@AAAI (2012)
Patrick Hanckmann, Klamer Schutte, Gertjan J. Burghouts
Automated Textual Descriptions for a Wide Range of Video Events with 48 Human Actions. ECCV Workshops (1) (2012)
Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
Learning the fusion of audio and video aggression assessment by meta-information from human annotations. FUSION (2012)
Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts, Zhenke Yang, Pascal Wiggers
Addressing Multimodality in Overt Aggression Detection. TSD (2011)
Gertjan J. Burghouts, Jan-Willem Marck
Reasoning About Threats: From Observables to Situation Assessment. IEEE Trans. Syst. Man Cybern. Part C 41 (5) (2011)
Gertjan J. Burghouts, Bert van den Broek, B. G. Alefs, Eric den Breejen, Klamer Schutte
Automated indicators for behavior interpretation. ICDP (2009)
Gertjan J. Burghouts, Jan-Mark Geusebroek
Material-specific adaptation of color invariant features. Pattern Recognit. Lett. 30 (3) (2009)
Gertjan J. Burghouts, Jan-Mark Geusebroek
Performance evaluation of local colour invariants. Comput. Vis. Image Underst. 113 (1) (2009)
Gertjan J. Burghouts, Arnold W. M. Smeulders, Jan-Mark Geusebroek
The Distribution Family of Similarity Distances. NIPS (2007)
Jan C. van Gemert, Gertjan J. Burghouts, Frank J. Seinstra, Jan-Mark Geusebroek
Color invariant object recognition using entropic graphs. Int. J. Imaging Syst. Technol. 16 (5) (2006)
Gertjan J. Burghouts, Jan-Mark Geusebroek
Color Textons for Texture Recognition. BMVC (2006)
Gertjan J. Burghouts, Jan-Mark Geusebroek
Quasi-periodic spatiotemporal filtering. IEEE Trans. Image Process. 15 (6) (2006)
Jan-Mark Geusebroek, Gertjan J. Burghouts, Arnold W. M. Smeulders
The Amsterdam Library of Object Images. Int. J. Comput. Vis. 61 (1) (2005)
Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Rieks op den Akker, Anton Nijholt
An Action Selection Architecture for an Emotional Agent. FLAIRS Conference (2003)