An Action Selection Architecture for an Emotional Agent. - Gertjan J. Burghouts; Dirk Heylen; Mannes Poel; Rieks op den Akker; Anton Nijholt (FLAIRS, 2003)

The Amsterdam Library of Object Images. - Jan-Mark Geusebroek; Gertjan J. Burghouts; Arnold W. M. Smeulders (Int. J. Comput. Vis., 2005)

Color Textons for Texture Recognition. - Gertjan J. Burghouts; Jan-Mark Geusebroek (BMVC, 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)

Quasi-periodic spatiotemporal filtering. - Gertjan J. Burghouts; Jan-Mark Geusebroek (IEEE Trans. Image Process., 2006)

The Distribution Family of Similarity Distances. - Gertjan J. Burghouts; Arnold W. M. Smeulders; Jan-Mark Geusebroek (NIPS, 2007)

Automated indicators for behavior interpretation. - Gertjan J. Burghouts; Bert van den Broek; B. G. Alefs; Eric den Breejen; Klamer Schutte (ICDP, 2009)

Performance evaluation of local colour invariants. - Gertjan J. Burghouts; Jan-Mark Geusebroek (Comput. Vis. Image Underst., 2009)

Material-specific adaptation of color invariant features. - Gertjan J. Burghouts; Jan-Mark Geusebroek (Pattern Recognit. Lett., 2009)

Addressing Multimodality in Overt Aggression Detection. - Iulia Lefter; Léon J. M. Rothkrantz; Gertjan J. Burghouts; Zhenke Yang; Pascal Wiggers (TSD, 2011)

Reasoning About Threats: From Observables to Situation Assessment. - Gertjan J. Burghouts; Jan-Willem Marck (IEEE Trans. Syst. Man Cybern. Part C, 2011)

Automatic Audio-Visual Fusion for Aggression Detection Using Meta-information. - Iulia Lefter; Gertjan J. Burghouts; Léon J. M. Rothkrantz (AVSS, 2012)

Automated Textual Descriptions for a Wide Range of Video Events with 48 Human Actions. - Patrick Hanckmann; Klamer Schutte; Gertjan J. Burghouts (ECCV Workshops (1), 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 (FUSION, 2012)

Correlations between 48 human actions improve their detection. - Gertjan J. Burghouts; Klamer Schutte (ICPR, 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 (NeSy@AAAI, 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 (SSPR/SPR, 2012)

Aggression Detection in Speech Using Sensor and Semantic Information. - Iulia Lefter; Léon J. M. Rothkrantz; Gertjan J. Burghouts (TSD, 2012)

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 (AVSS, 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 (AVSS, 2013)

Spatio-temporal Saliency for Action Similarity. - Gertjan J. Burghouts; S. P. van den Broek; Johan-Martijn ten Hove (CVPR Workshops, 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 (ICPRAM, 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)

Spatio-temporal layout of human actions for improved bag-of-words action detection. - Gertjan J. Burghouts; Klamer Schutte (Pattern Recognit. Lett., 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)

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 (AVSS, 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)

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)

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)

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)

Complex event processing for content-based text, image, and video retrieval. - Elizabeth K. Bowman; Barbara D. Broome; V. Melissa Holland; Douglas Summers-Stay; Raghuveer M. Rao; John Duselis; Jonathan Howe; Bhopinder K. Madahar; Anne-Claire Boury-Brisset; Bruce Forrester; Peter Kwantes; Gertjan J. Burghouts; et al. (ICMCIS, 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)

Task-Specific Novel Object Characterization. - Gertjan J. Burghouts (ICPR Workshops (4), 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 (ICPR Workshops (4), 2020)

Robotic Self-Assessment of Competence. - Gertjan J. Burghouts; Albert Huizing; Mark A. Neerincx (CoRR, 2020)

ZERO - Detect objects without training examples by knowing their parts. - Gertjan J. Burghouts; Fieke Hillerström (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021)

Set Prediction without Imposing Structure as Conditional Density Estimation. - David W. Zhang; Gertjan J. Burghouts; Cees G. M. Snoek (ICLR, 2021)

Independent Prototype Propagation for Zero-Shot Compositionality. - Frank Ruis; Gertjan J. Burghouts; Doina Bucur (NeurIPS, 2021)

Recurrently Predicting Hypergraphs. - David W. Zhang; Gertjan J. Burghouts; Cees G. M. Snoek (CoRR, 2021)

Coarse-to-Fine Visual Question Answering by Iterative, Conditional Refinement. - Gertjan J. Burghouts; Wyke Huizinga (ICIAP (2), 2022)

Cluster Centers Provide Good First Labels for Object Detection. - Gertjan J. Burghouts; Maarten Kruithof; Wyke Huizinga; Klamer Schutte (ICIAP (1), 2022)

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. - Yan Zhang; David W. Zhang; Simon Lacoste-Julien; Gertjan J. Burghouts; Cees G. M. Snoek (ICLR, 2022)

Pruning Edges and Gradients to Learn Hypergraphs From Larger Sets. - David W. Zhang; Gertjan J. Burghouts; Cees G. M. Snoek (LoG, 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 (NeurIPS, 2022)

Self-Guided Diffusion Models. - Vincent Tao Hu; David W. Zhang; Yuki M. Asano; Gertjan J. Burghouts; Cees G. M. Snoek (CVPR, 2023)

Efficient Transfer by Robust Label Selection and Learning with Pseudo-Labels. - Wyke Huizinga; Maarten Kruithof; Gertjan J. Burghouts; Klamer Schutte (ICIP, 2023)

Unlocking Slot Attention by Changing Optimal Transport Costs. - Yan Zhang; David W. Zhang; Simon Lacoste-Julien; Gertjan J. Burghouts; Cees G. M. Snoek (ICML, 2023)

Language-Based Augmentation to Address Shortcut Learning in Object-Goal Navigation. - Dennis Hoftijzer; Gertjan J. Burghouts; Luuk J. Spreeuwers (IRC, 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; et al. (CoRR, 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)

Graph Neural Networks for Learning Equivariant Representations of Neural Networks. - Miltiadis Kofinas; Boris Knyazev 001; Yan Zhang; Yunlu Chen; Gertjan J. Burghouts; Efstratios Gavves; Cees G. M. Snoek; David W. Zhang (ICLR, 2024)

Guided SAM: Label-Efficient Part Segmentation. - Sabina B. van Rooij; Gertjan J. Burghouts (ICPR (29), 2024)

Anticipating Future Object Compositions Without Forgetting. - Youssef Zahran; Gertjan J. Burghouts; Yke Bauke Eisma (ICPR (30), 2024)

Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols. - Gertjan J. Burghouts; Fieke Hillerström; Erwin Walraven; Michael van Bekkum; Frank Ruis; Joris Sijs; Jelle van Mil; Judith Dijk; Wouter Meijer (ICPRAI (1), 2024)

Affordance Perception by a Knowledge-Guided Vision-Language Model with Efficient Error Correction. - Gertjan J. Burghouts; Marianne Schaaphok; Michael van Bekkum; Wouter Meijer; Fieke Hillerström; Jelle van Mil (ICPRAI (2), 2024)

Incremental Learning of Affordances using Markov Logic Networks. - George Potter; Gertjan J. Burghouts; Joris Sijs (IRC, 2024)

Synthesizing Classifiers from Prior Knowledge. - Gertjan J. Burghouts; Klamer Schutte; Maarten Kruithof; Wyke Huizinga; Frank Ruis; H. Kuijf (VISIGRAPP (2): VISAPP, 2024)

Scaling 3D Reasoning with LMMs to Large Robot Mission Environments Using Datagraphs. - Wouter Meijer; Anne C. Kemmeren; E. H. J. Riemens; J. E. Fransman; Michael van Bekkum; Gertjan J. Burghouts; Jelle van Mil (CoRR, 2024)

Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols. - Gertjan J. Burghouts; Fieke Hillerström; Erwin Walraven; Michael van Bekkum; Frank Ruis; Joris Sijs; Jelle van Mil; Judith Dijk (CoRR, 2024)

Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability. - Judith Dijk; Gertjan J. Burghouts; Kapil D. Katyal; Bryanna Y. Yeh; Craig Knuth; Ella Fokkinga; Tejaswi Kasarla; Pascal Mettes (CoRR, 2024)

Which objects help me to act effectively? Reasoning about physically-grounded affordances. - Anne C. Kemmeren; Gertjan J. Burghouts; Michael van Bekkum; Wouter Meijer; Jelle van Mil (CoRR, 2024)

NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency. - Valentinos Pariza; Mohammadreza Salehi; Gertjan J. Burghouts; Francesco Locatello; Yuki M. Asano (CoRR, 2024)

Do better language models have crisper vision? - Jona Ruthardt; Gertjan J. Burghouts; Serge J. Belongie; Yuki M. Asano (CoRR, 2024)

Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation. - Fieke Hillerström; Gertjan J. Burghouts (Theory Pract. Log. Program., 2024)

CNN Wild Park - Graph Neural Networks for Learning Equivariant Representations of Neural Networks. - Miltiadis Kofinas; Boris Knyazev 001; Yan Zhang; Yunlu Chen; Gertjan J. Burghouts; Efstratios Gavves; Cees Snoek; David W. Zhang (Zenodo, 2024)

Near, far: Patch-ordering enhances vision foundation models' scene understanding. - Valentinos Pariza; Mohammadreza Salehi; Gertjan J. Burghouts; Francesco Locatello; Yuki M. Asano (ICLR, 2025)

Adaptive Prompt Tuning: Vision Guided Prompt Tuning with Cross-Attention for Fine-Grained Few-Shot Learning. - Eric Brouwer; Jan Erik van Woerden; Gertjan J. Burghouts; Matias Valdenegro-Toro; Marco Zullich (VISIGRAPP (2): VISAPP, 2025)

Self-Supervised Partial Cycle-Consistency for Multi-View Matching. - Fedor Taggenbrock; Gertjan J. Burghouts; Ronald Poppe (VISIGRAPP (3): VISAPP, 2025)

Language-Based Augmentation to Mitigate Shortcut Learning in Object-Goal Navigation. - Dennis Hoftijzer; Gertjan J. Burghouts; Luuk J. Spreeuwers (Int. J. Semantic Comput., 2025)

Information gathering in POMDPs using active inference. - Erwin Walraven; Joris Sijs; Gertjan J. Burghouts (Auton. Agents Multi Agent Syst., 2025)