Gertjan J. Burghouts

89 papers A* 8A 1B 6C 2Misc 1Journal 47Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Better Language Models Exhibit Higher Visual Alignment. Trans. Mach. Learn. Res. Jona Ruthardt, Gertjan J. Burghouts, Serge J. Belongie, Yuki M. Asano
2025	—	`conf`	Adaptive Prompt Tuning: Vision Guided Prompt Tuning with Cross-Attention for Fine-Grained Few-Shot Learning. VISIGRAPP (2): VISAPP Eric Brouwer, Jan Erik van Woerden, Gertjan J. Burghouts, Matias Valdenegro-Toro, Marco Zullich
2025	J	`jnl`	Guided SAM: Label-Efficient Part Segmentation. CoRR Sabina B. van Rooij, Gertjan J. Burghouts
2025	J	`jnl`	Information gathering in POMDPs using active inference. Auton. Agents Multi Agent Syst. Erwin Walraven, Joris Sijs, Gertjan J. Burghouts
2025	J	`jnl`	Language-Based Augmentation to Mitigate Shortcut Learning in Object-Goal Navigation. Int. J. Semantic Comput. Dennis Hoftijzer, Gertjan J. Burghouts, Luuk J. Spreeuwers
2025	A*	`conf`	Near, far: Patch-ordering enhances vision foundation models' scene understanding. ICLR Valentinos Pariza, Mohammadreza Salehi, Gertjan J. Burghouts, Francesco Locatello, Yuki M. Asano
2025	J	`jnl`	Neurosymbolic Inference On Foundation Models For Remote Sensing Text-to-image Retrieval With Complex Queries. CoRR Emanuele Mezzi, Gertjan J. Burghouts, Maarten Kruithof
2025	J	`jnl`	Occlusion Robustness of CLIP for Military Vehicle Classification. CoRR Jan Erik van Woerden, Gertjan J. Burghouts, Lotte Nijskens, Alma M. Liezenga, Sabina van Rooij, Frank Ruis, Hugo J. Kuijf
2025	—	`conf`	Self-Supervised Partial Cycle-Consistency for Multi-View Matching. VISIGRAPP (3): VISAPP Fedor Taggenbrock, Gertjan J. Burghouts, Ronald Poppe
2025	J	`jnl`	Self-Supervised Partial Cycle-Consistency for Multi-View Matching. CoRR Fedor Taggenbrock, Gertjan J. Burghouts, Ronald Poppe
2025	J	`jnl`	Textual Inversion for Efficient Adaptation of Open-Vocabulary Object Detectors Without Forgetting. CoRR Frank Ruis, Gertjan J. Burghouts, Hugo J. Kuijf
2024	J	`jnl`	Adaptive Prompt Tuning: Vision Guided Prompt Tuning with Cross-Attention for Fine-Grained Few-Shot Learning. CoRR Eric Brouwer, Jan Erik van Woerden, Gertjan J. Burghouts, Matias Valdenegro-Toro, Marco Zullich
2024	—	`conf`	Affordance Perception by a Knowledge-Guided Vision-Language Model with Efficient Error Correction. ICPRAI (2) Gertjan J. Burghouts, Marianne Schaaphok, Michael van Bekkum, Wouter Meijer, Fieke Hillerström, Jelle van Mil
2024	J	`jnl`	Affordance Perception by a Knowledge-Guided Vision-Language Model with Efficient Error Correction. CoRR Gertjan J. Burghouts, Marianne Schaaphok, Michael van Bekkum, Wouter Meijer, Fieke Hillerström, Jelle van Mil
2024	—	`conf`	Anticipating Future Object Compositions Without Forgetting. ICPR (30) Youssef Zahran, Gertjan J. Burghouts, Yke Bauke Eisma
2024	J	`jnl`	Anticipating Future Object Compositions without Forgetting. CoRR Youssef Zahran, Gertjan J. Burghouts, Yke Bauke Eisma
2024	J	`jnl`	Do better language models have crisper vision? CoRR Jona Ruthardt, Gertjan J. Burghouts, Serge J. Belongie, Yuki M. Asano
2024	A*	`conf`	Graph Neural Networks for Learning Equivariant Representations of Neural Networks. ICLR Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang
2024	J	`jnl`	Graph Neural Networks for Learning Equivariant Representations of Neural Networks. CoRR Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang
2024	—	`conf`	Guided SAM: Label-Efficient Part Segmentation. ICPR (29) Sabina B. van Rooij, Gertjan J. Burghouts
2024	—	`conf`	Incremental Learning of Affordances using Markov Logic Networks. IRC George Potter, Gertjan J. Burghouts, Joris Sijs
2024	J	`jnl`	Incremental Learning of Affordances using Markov Logic Networks. CoRR George Potter, Gertjan J. Burghouts, Joris Sijs
2024	J	`jnl`	Language-Based Augmentation to Address Shortcut Learning in Object Goal Navigation. CoRR Dennis Hoftijzer, Gertjan J. Burghouts, Luuk J. Spreeuwers
2024	J	`jnl`	Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability. CoRR Judith Dijk, Gertjan J. Burghouts, Kapil D. Katyal, Bryanna Y. Yeh, Craig Knuth, Ella Fokkinga, Tejaswi Kasarla, Pascal Mettes
2024	J	`jnl`	NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency. CoRR Valentinos Pariza, Mohammadreza Salehi, Gertjan J. Burghouts, Francesco Locatello, Yuki M. Asano
2024	—	`conf`	Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols. ICPRAI (1) Gertjan J. Burghouts, Fieke Hillerström, Erwin Walraven, Michael van Bekkum, Frank Ruis, Joris Sijs, Jelle van Mil, Judith Dijk, Wouter Meijer
2024	J	`jnl`	Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols. CoRR Gertjan J. Burghouts, Fieke Hillerström, Erwin Walraven, Michael van Bekkum, Frank Ruis, Joris Sijs, Jelle van Mil, Judith Dijk
2024	J	`jnl`	Scaling 3D Reasoning with LMMs to Large Robot Mission Environments Using Datagraphs. CoRR Wouter Meijer, Anne C. Kemmeren, E. H. J. Riemens, J. E. Fransman, Michael van Bekkum, Gertjan J. Burghouts, Jelle van Mil
2024	—	`conf`	Synthesizing Classifiers from Prior Knowledge. VISIGRAPP (2): VISAPP Gertjan J. Burghouts, Klamer Schutte, Maarten Kruithof, Wyke Huizinga, Frank Ruis, Hugo J. Kuijf
2024	J	`jnl`	Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation. CoRR Fieke Hillerström, Gertjan J. Burghouts
2024	J	`jnl`	Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation. Theory Pract. Log. Program. Fieke Hillerström, Gertjan J. Burghouts
2024	J	`jnl`	Which objects help me to act effectively? Reasoning about physically-grounded affordances. CoRR Anne C. Kemmeren, Gertjan J. Burghouts, Michael van Bekkum, Wouter Meijer, Jelle van Mil
2023	J	`jnl`	Data Augmentations in Deep Weight Spaces. CoRR 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
2023	J	`jnl`	Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling. CoRR Leander van den Heuvel, Gertjan J. Burghouts, David W. Zhang, Gwenn Englebienne, Sabina B. van Rooij
2023	B	`conf`	Efficient Transfer by Robust Label Selection and Learning with Pseudo-Labels. ICIP Wyke Huizinga, Maarten Kruithof, Gertjan J. Burghouts, Klamer Schutte
2023	—	`conf`	Language-Based Augmentation to Address Shortcut Learning in Object-Goal Navigation. IRC Dennis Hoftijzer, Gertjan J. Burghouts, Luuk J. Spreeuwers
2023	A*	`conf`	Self-Guided Diffusion Models. CVPR Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek
2023	A*	`conf`	Unlocking Slot Attention by Changing Optimal Transport Costs. ICML Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
2023	J	`jnl`	Unlocking Slot Attention by Changing Optimal Transport Costs. CoRR Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
2022	—	`conf`	Cluster Centers Provide Good First Labels for Object Detection. ICIAP (1) Gertjan J. Burghouts, Maarten Kruithof, Wyke Huizinga, Klamer Schutte
2022	—	`conf`	Coarse-to-Fine Visual Question Answering by Iterative, Conditional Refinement. ICIAP (2) Gertjan J. Burghouts, Wyke Huizinga
2022	A*	`conf`	Maximum Class Separation as Inductive Bias in One Matrix. NeurIPS Tejaswi Kasarla, Gertjan J. Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes
2022	J	`jnl`	Maximum Class Separation as Inductive Bias in One Matrix. CoRR Tejaswi Kasarla, Gertjan J. Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes
2022	A*	`conf`	Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. ICLR Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
2022	—	`conf`	Pruning Edges and Gradients to Learn Hypergraphs From Larger Sets. LoG David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
2022	J	`jnl`	Self-Guided Diffusion Models. CoRR Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek
2021	A*	`conf`	Independent Prototype Propagation for Zero-Shot Compositionality. NeurIPS Frank Ruis, Gertjan J. Burghouts, Doina Bucur
2021	J	`jnl`	Independent Prototype Propagation for Zero-Shot Compositionality. CoRR Frank Ruis, Gertjan J. Burghouts, Doina Bucur
2021	J	`jnl`	Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. CoRR Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
2021	J	`jnl`	Recurrently Predicting Hypergraphs. CoRR David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
2021	A*	`conf`	Set Prediction without Imposing Structure as Conditional Density Estimation. ICLR David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
2021	J	`jnl`	Spot What Matters: Learning Context Using Graph Convolutional Networks for Weakly-Supervised Action Detection. CoRR Michail Tsiaousis, Gertjan J. Burghouts, Fieke Hillerström, Peter van der Putten
2021	—	`conf`	ZERO - Detect objects without training examples by knowing their parts. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering Gertjan J. Burghouts, Fieke Hillerström
2020	J	`jnl`	Robotic Self-Assessment of Competence. CoRR Gertjan J. Burghouts, Albert Huizing, Mark A. Neerincx
2020	J	`jnl`	Set Prediction without Imposing Structure as Conditional Density Estimation. CoRR David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek
2020	—	`conf`	Spot What Matters: Learning Context Using Graph Convolutional Networks for Weakly-Supervised Action Detection. ICPR Workshops (4) Michail Tsiaousis, Gertjan J. Burghouts, Fieke Hillerström, Peter van der Putten
2020	—	`conf`	Task-Specific Novel Object Characterization. ICPR Workshops (4) Gertjan J. Burghouts
2016	—	`conf`	Complex event processing for content-based text, image, and video retrieval. ICMCIS 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, Jasper van Huis, Adem Yasar Mülayim
2016	J	`jnl`	Recognizing Stress Using Semantics and Modulation of Speech and Gestures. IEEE Trans. Affect. Comput. Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
2014	J	`jnl`	A unified approach to the recognition of complex actions from sequences of zone-crossings. Image Vis. Comput. Gerard Sanroma, Jose Luis Patino, Gertjan J. Burghouts, Klamer Schutte, James M. Ferryman
2014	J	`jnl`	An audio-visual dataset of human-human interactions in stressful situations. J. Multimodal User Interfaces Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
2014	B	`conf`	Complex threat detection: Learning vs. rules, using a hierarchy of features. AVSS Gertjan J. Burghouts, Paulien van Slingerland, R. J. M. ten Hove, R. J. M. den Hollander, Klamer Schutte
2014	J	`jnl`	Requirements for multimedia metadata schemes in surveillance applications for security. Multim. Tools Appl. Jeroen van Rest, Franc Grootjen, Marc Grootjen, Remco Wijn, Olav Aarts, M. L. Roelofs, Gertjan J. Burghouts, Henri Bouma, Lejla Alic, Wessel Kraaij
2014	J	`jnl`	Selection of negative samples and two-stage combination of multiple features for action detection in thousands of videos. Mach. Vis. Appl. Gertjan J. Burghouts, Klamer Schutte, Henri Bouma, R. J. M. den Hollander
2013	C	`conf`	A Search Engine for Retrieval and Inspection of Events with 48 Human Actions in Realistic Videos. ICPRAM 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
2013	J	`jnl`	A comparative study on automatic audio-visual fusion for aggression detection using meta-information. Pattern Recognit. Lett. Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts
2013	B	`conf`	Activity recognition and localization on a truck parking lot. AVSS Maria Andersson, Jose Luis Patino, Gertjan J. Burghouts, Adam Flizikowski, Murray Evans, David Gustafsson, Henrik Petersson, Klamer Schutte, James M. Ferryman
2013	B	`conf`	Improved action recognition by combining multiple 2D views in the bag-of-words model. AVSS Gertjan J. Burghouts, Pieter Eendebak, Henri Bouma, Johan-Martijn ten Hove
2013	J	`jnl`	Soft-Assignment Random-forest with an Application to Discriminative Representation of Human Actions in Videos. Int. J. Pattern Recognit. Artif. Intell. Gertjan J. Burghouts
2013	—	`conf`	Spatio-temporal Saliency for Action Similarity. CVPR Workshops Gertjan J. Burghouts, S. P. van den Broek, Johan-Martijn ten Hove
2013	J	`jnl`	Spatio-temporal layout of human actions for improved bag-of-words action detection. Pattern Recognit. Lett. Gertjan J. Burghouts, Klamer Schutte
2012	—	`conf`	A Neural-Symbolic Cognitive Agent with a Mind's Eye. NeSy@AAAI H. L. H. de Penning, R. J. M. den Hollander, Henri Bouma, Gertjan J. Burghouts, Artur S. d'Avila Garcez
2012	—	`conf`	Aggression Detection in Speech Using Sensor and Semantic Information. TSD Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts
2012	—	`conf`	Automated Textual Descriptions for a Wide Range of Video Events with 48 Human Actions. ECCV Workshops (1) Patrick Hanckmann, Klamer Schutte, Gertjan J. Burghouts
2012	B	`conf`	Automatic Audio-Visual Fusion for Aggression Detection Using Meta-information. AVSS Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
2012	B	`conf`	Correlations between 48 human actions improve their detection. ICPR Gertjan J. Burghouts, Klamer Schutte
2012	C	`conf`	Learning the fusion of audio and video aggression assessment by meta-information from human annotations. FUSION Iulia Lefter, Gertjan J. Burghouts, Léon J. M. Rothkrantz
2012	—	`conf`	Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar. SSPR/SPR Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte
2011	—	`conf`	Addressing Multimodality in Overt Aggression Detection. TSD Iulia Lefter, Léon J. M. Rothkrantz, Gertjan J. Burghouts, Zhenke Yang, Pascal Wiggers
2011	J	`jnl`	Reasoning About Threats: From Observables to Situation Assessment. IEEE Trans. Syst. Man Cybern. Part C Gertjan J. Burghouts, Jan-Willem Marck
2009	—	`conf`	Automated indicators for behavior interpretation. ICDP Gertjan J. Burghouts, Bert van den Broek, B. G. Alefs, Eric den Breejen, Klamer Schutte
2009	J	`jnl`	Material-specific adaptation of color invariant features. Pattern Recognit. Lett. Gertjan J. Burghouts, Jan-Mark Geusebroek
2009	J	`jnl`	Performance evaluation of local colour invariants. Comput. Vis. Image Underst. Gertjan J. Burghouts, Jan-Mark Geusebroek
2007	—	`conf`	The Distribution Family of Similarity Distances. NIPS Gertjan J. Burghouts, Arnold W. M. Smeulders, Jan-Mark Geusebroek
2006	A	`conf`	Color Textons for Texture Recognition. BMVC Gertjan J. Burghouts, Jan-Mark Geusebroek
2006	J	`jnl`	Color invariant object recognition using entropic graphs. Int. J. Imaging Syst. Technol. Jan C. van Gemert, Gertjan J. Burghouts, Frank J. Seinstra, Jan-Mark Geusebroek
2006	J	`jnl`	Quasi-periodic spatiotemporal filtering. IEEE Trans. Image Process. Gertjan J. Burghouts, Jan-Mark Geusebroek
2005	J	`jnl`	The Amsterdam Library of Object Images. Int. J. Comput. Vis. Jan-Mark Geusebroek, Gertjan J. Burghouts, Arnold W. M. Smeulders
2003	Misc	`conf`	An Action Selection Architecture for an Emotional Agent. FLAIRS Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Rieks op den Akker, Anton Nijholt