HAMMR: HierArchical MultiModal React agents for generic VQA - Lluís Castrejón; Thomas Mensink; Howard Zhou; Vittorio Ferrari; André Araújo; Jasper R. R. Uijlings (CoRR, 2024)

How (not) to ensemble LVLMs for VQA - Lisa Alazraki; Lluís Castrejón; Mostafa Dehghani; Fantine Huot; Jasper R. R. Uijlings; Thomas Mensink (Proceedings on "I Can't Believe It's Not Better: Failure Modes in the Age of Foundation Models" at NeurIPS 2023 Workshops, 16 December 2023, New Orleans, Louisiana, USA, 2023)

Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories - Thomas Mensink; Jasper R. R. Uijlings; Lluís Castrejón; Arushi Goel; Felipe Cadar; Howard Zhou; Fei Sha; André Araújo; Vittorio Ferrari (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories - Thomas Mensink; Jasper R. R. Uijlings; Lluís Castrejón; Arushi Goel; Felipe Cadar; Howard Zhou; Fei Sha; André Araújo; Vittorio Ferrari (CoRR, 2023)

How (not) to ensemble LVLMs for VQA - Lisa Alazraki; Lluís Castrejón; Mostafa Dehghani; Fantine Huot; Jasper R. R. Uijlings; Thomas Mensink (CoRR, 2023)

Factors of Influence for Transfer Learning Across Diverse Appearance Domains and Task Types - Thomas Mensink; Jasper R. R. Uijlings; Alina Kuznetsova; Michael Gygli; Vittorio Ferrari (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Transferability Metrics for Selecting Source Model Ensembles - Andrea Agostinelli; Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022)

Transferability Estimation using Bhattacharyya Class Separability - Michal Pándy; Andrea Agostinelli; Jasper R. R. Uijlings; Vittorio Ferrari; Thomas Mensink (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022)

How Stable Are Transferability Metrics Evaluations? - Andrea Agostinelli; Michal Pándy; Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXXIV, 2022)

The Missing Link: Finding Label Relations Across Datasets - Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part VIII, 2022)

How stable are Transferability Metrics evaluations? - Andrea Agostinelli; Michal Pándy; Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (CoRR, 2022)

The Missing Link: Finding label relations across datasets - Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (CoRR, 2022)

Towards Reusable Network Components by Learning Compatible Representations - Michael Gygli; Jasper R. R. Uijlings; Vittorio Ferrari (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types - Thomas Mensink; Jasper R. R. Uijlings; Alina Kuznetsova; Michael Gygli; Vittorio Ferrari (CoRR, 2021)

Transferability Estimation using Bhattacharyya Class Separability - Michal Pándy; Andrea Agostinelli; Jasper R. R. Uijlings; Vittorio Ferrari; Thomas Mensink (CoRR, 2021)

Transferability Metrics for Selecting Source Model Ensembles - Andrea Agostinelli; Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (CoRR, 2021)

The Open Images Dataset V4 - Alina Kuznetsova; Hassan Rom; Neil Alldrin; Jasper R. R. Uijlings; Ivan Krasin; Jordi Pont-Tuset; Shahab Kamali; Stefan Popov; Matteo Malloci; Alexander Kolesnikov; Tom Duerig; Vittorio Ferrari (Int. J. Comput. Vis., 2020)

Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections - Theodora Kontogianni; Michael Gygli; Jasper R. R. Uijlings; Vittorio Ferrari (Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part XVI, 2020)

Connecting Vision and Language with Localized Narratives - Jordi Pont-Tuset; Jasper R. R. Uijlings; Soravit Changpinyo; Radu Soricut; Vittorio Ferrari (Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part V, 2020)

Panoptic Image Annotation with a Collaborative Assistant - Jasper R. R. Uijlings; Mykhaylo Andriluka; Vittorio Ferrari (MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020, 2020)

Training Neural Networks to Produce Compatible Features - Michael Gygli; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2020)

The Devil is in the Decoder: Classification, Regression and GANs - Zbigniew Wojna; Vittorio Ferrari; Sergio Guadarrama; Nathan Silberman; Liang-Chieh Chen; Alireza Fathi; Jasper R. R. Uijlings (Int. J. Comput. Vis., 2019)

Interactive Full Image Segmentation by Considering All Regions Jointly - Eirikur Agustsson; Jasper R. R. Uijlings; Vittorio Ferrari (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, 2019)

Panoptic Image Annotation with a Collaborative Assistant - Jasper R. R. Uijlings; Mykhaylo Andriluka; Vittorio Ferrari (CoRR, 2019)

Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections - Theodora Kontogianni; Michael Gygli; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2019)

Connecting Vision and Language with Localized Narratives - Jordi Pont-Tuset; Jasper R. R. Uijlings; Soravit Changpinyo; Radu Soricut; Vittorio Ferrari (CoRR, 2019)

Understanding visual scenes - Carina Silberer; Jasper R. R. Uijlings; Mirella Lapata (Nat. Lang. Eng., 2018)

Revisiting Knowledge Transfer for Training Object Class Detectors - Jasper R. R. Uijlings; Stefan Popov; Vittorio Ferrari (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

COCO-Stuff: Thing and Stuff Classes in Context - Holger Caesar; Jasper R. R. Uijlings; Vittorio Ferrari (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Learning Intelligent Dialogs for Bounding Box Annotation - Ksenia Konyushkova; Jasper R. R. Uijlings; Christoph H. Lampert; Vittorio Ferrari (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation - Mykhaylo Andriluka; Jasper R. R. Uijlings; Vittorio Ferrari (2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018, 2018)

Fluid Annotation: a human-machine collaboration interface for full image annotation - Mykhaylo Andriluka; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2018)

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale - Alina Kuznetsova; Hassan Rom; Neil Alldrin; Jasper R. R. Uijlings; Ivan Krasin; Jordi Pont-Tuset; Shahab Kamali; Stefan Popov; Matteo Malloci; Tom Duerig; Vittorio Ferrari (CoRR, 2018)

Interactive Full Image Segmentation - Eirikur Agustsson; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2018)

Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information - Ionut C. Duta; Jasper R. R. Uijlings; Bogdan Ionescu; Kiyoharu Aizawa; Alexander G. Hauptmann; Nicu Sebe (Multim. Tools Appl., 2017)

The Devil is in the Decoder - Zbigniew Wojna; Jasper R. R. Uijlings; Sergio Guadarrama; Nathan Silberman; Liang-Chieh Chen; Alireza Fathi; Vittorio Ferrari (British Machine Vision Conference 2017, BMVC 2017, London, UK, September 4-7, 2017, 2017)

Training Object Class Detectors with Click Supervision - Dim P. Papadopoulos; Jasper R. R. Uijlings; Frank Keller; Vittorio Ferrari (2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017, 2017)

Extreme Clicking for Efficient Object Annotation - Dim P. Papadopoulos; Jasper R. R. Uijlings; Frank Keller; Vittorio Ferrari (IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017, 2017)

Training object class detectors with click supervision - Dim P. Papadopoulos; Jasper R. R. Uijlings; Frank Keller; Vittorio Ferrari (CoRR, 2017)

The Devil is in the Decoder - Zbigniew Wojna; Vittorio Ferrari; Sergio Guadarrama; Nathan Silberman; Liang-Chieh Chen; Alireza Fathi; Jasper R. R. Uijlings (CoRR, 2017)

Extreme clicking for efficient object annotation - Dim P. Papadopoulos; Jasper R. R. Uijlings; Frank Keller; Vittorio Ferrari (CoRR, 2017)

Revisiting knowledge transfer for training object class detectors - Jasper R. R. Uijlings; Stefan Popov; Vittorio Ferrari (CoRR, 2017)

Learning Intelligent Dialogs for Bounding Box Annotation - Ksenia Konyushkova; Jasper R. R. Uijlings; Christoph H. Lampert; Vittorio Ferrari (CoRR, 2017)

Fisher Kernel Temporal Variation-based Relevance Feedback for video retrieval - Ionut Mironica; Bogdan Ionescu; Jasper R. R. Uijlings; Nicu Sebe (Comput. Vis. Image Underst., 2016)

Histograms of Motion Gradients for real-time video classification - Ionut C. Duta; Jasper R. R. Uijlings; Tuan Anh Nguyen; Kiyoharu Aizawa; Alexander G. Hauptmann; Bogdan Ionescu; Nicu Sebe (14th International Workshop on Content-Based Multimedia Indexing, CBMI 2016, Bucharest, Romania, June 15-17, 2016, 2016)

We Don't Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification - Dim P. Papadopoulos; Jasper R. R. Uijlings; Frank Keller; Vittorio Ferrari (2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016, 2016)

Region-Based Semantic Segmentation with End-to-End Training - Holger Caesar; Jasper R. R. Uijlings; Vittorio Ferrari (Computer Vision - ECCV 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part I, 2016)

We don't need no bounding-boxes: Training object class detectors using only human verification - Dim P. Papadopoulos; Jasper R. R. Uijlings; Frank Keller; Vittorio Ferrari (CoRR, 2016)

Region-based semantic segmentation with end-to-end training - Holger Caesar; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2016)

COCO-Stuff: Thing and Stuff Classes in Context - Holger Caesar; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2016)

Video classification with Densely extracted HOG/HOF/MBH features: an evaluation of the accuracy/computational efficiency trade-off - Jasper R. R. Uijlings; I. C. Duta; Enver Sangineto; Nicu Sebe (Int. J. Multim. Inf. Retr., 2015)

Affective Analysis of Professional and Amateur Abstract Paintings Using Statistical Analysis and Art Theory - Andreza Sartori; Victoria Yanulevskaya; Almila Akdag Salah; Jasper R. R. Uijlings; Elia Bruni; Nicu Sebe (ACM Trans. Interact. Intell. Syst., 2015)

Joint Calibration for Semantic Segmentation - Holger Caesar; Jasper R. R. Uijlings; Vittorio Ferrari (Proceedings of the British Machine Vision Conference 2015, BMVC 2015, Swansea, UK, September 7-10, 2015, 2015)

Situational object boundary detection - Jasper R. R. Uijlings; Vittorio Ferrari (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, MA, USA, June 7-12, 2015, 2015)

Cluster encoding for modelling temporal variation in video - Negar Rostamzadeh; Jasper R. R. Uijlings; Ionut Mironica; Mojtaba Khomami Abadi; Bogdan Ionescu; Nicu Sebe (2015 IEEE International Conference on Image Processing, ICIP 2015, Quebec City, QC, Canada, September 27-30, 2015, 2015)

Situational Object Boundary Detection - Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2015)

Joint Calibration for Semantic Segmentation - Holger Caesar; Jasper R. R. Uijlings; Vittorio Ferrari (CoRR, 2015)

TUHOI: Trento Universal Human Object Interaction Dataset - Dieu-Thu Le; Jasper R. R. Uijlings; Raffaella Bernardi (Proceedings of the Third Workshop on Vision and Language, VL@COLING 2014, Dublin, Ireland, August 23, 2014, 2014)

Learning to Group Objects - Victoria Yanulevskaya; Jasper R. R. Uijlings; Nicu Sebe (2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014, 2014)

Realtime Video Classification using Dense HOF/HOG - Jasper R. R. Uijlings; I. C. Duta; Negar Rostamzadeh; Nicu Sebe (International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014, 2014)

Selective Search for Object Recognition - Jasper R. R. Uijlings; Koen E. A. van de Sande; Theo Gevers; Arnold W. M. Smeulders (Int. J. Comput. Vis., 2013)

Salient object detection: From pixels to segments - Victoria Yanulevskaya; Jasper R. R. Uijlings; Jan-Mark Geusebroek (Image Vis. Comput., 2013)

VSEM: An open library for visual semantics representation - Elia Bruni; Ulisse Bordignon; Adam Liska; Jasper R. R. Uijlings; Irina Sergienya (51st Annual Meeting of the Association for Computational Linguistics, ACL 2013, Proceedings of the Conference System Demonstrations, 4-9 August 2013, Sofia, Bulgaria, 2013)

Exploiting Language Models for Visual Recognition - Dieu-Thu Le; Jasper R. R. Uijlings; Raffaella Bernardi (Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL, 2013)

Daily Living Activities Recognition via Efficient High and Low Level Cues Combination and Fisher Kernel Representation - Negar Rostamzadeh; Gloria Zen; Ionut Mironica; Jasper R. R. Uijlings; Nicu Sebe (Image Analysis and Processing - ICIAP 2013 - 17th International Conference, Naples, Italy, September 9-13, 2013. Proceedings, Part I, 2013)

Fisher kernel based relevance feedback for multimodal video retrieval - Ionut Mironica; Bogdan Ionescu; Jasper R. R. Uijlings; Nicu Sebe (International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013, 2013)

Exploiting language models to recognize unseen actions - Dieu-Thu Le; Raffaella Bernardi; Jasper R. R. Uijlings (International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013, 2013)

Time matters!: capturing variation in time in video using fisher kernels - Ionut Mironica; Jasper R. R. Uijlings; Negar Rostamzadeh; Bogdan Ionescu; Nicu Sebe (ACM Multimedia Conference, MM '13, Barcelona, Spain, October 21-25, 2013, 2013)

The Visual Extent of an Object - Suppose We Know the Object Locations - Jasper R. R. Uijlings; Arnold W. M. Smeulders; Remko J. H. Scha (Int. J. Comput. Vis., 2012)

Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection - Zhigang Ma; Feiping Nie; Yi Yang; Jasper R. R. Uijlings; Nicu Sebe (IEEE Trans. Multim., 2012)

Discriminating Joint Feature Analysis for Multimedia Data Understanding - Zhigang Ma; Feiping Nie; Yi Yang; Jasper R. R. Uijlings; Nicu Sebe; Alexander G. Hauptmann (IEEE Trans. Multim., 2012)

(Unseen) event recognition via semantic compositionality - Julian Stöttinger; Jasper R. R. Uijlings; Anand K. Pandey; Nicu Sebe; Fausto Giunchiglia (2012 IEEE Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012, 2012)

Categorization of a collection of pictures into structured events - Riccardo Mattivi; Jasper R. R. Uijlings; Francesco G. B. De Natale; Nicu Sebe (International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012, 2012)

In the eye of the beholder: employing statistical analysis and eye tracking for analyzing abstract paintings - Victoria Yanulevskaya; Jasper R. R. Uijlings; Elia Bruni; Andreza Sartori; Elisa Zamboni; Francesca Bacci; David Melcher; Nicu Sebe (Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29 - November 02, 2012, 2012)

Distributional semantics with eyes: using image analysis to improve computational representations of word meaning - Elia Bruni; Jasper R. R. Uijlings; Marco Baroni; Nicu Sebe (Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29 - November 02, 2012, 2012)

Segmentation as selective search for object recognition - Koen E. A. van de Sande; Jasper R. R. Uijlings; Theo Gevers; Arnold W. M. Smeulders (IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011, 2011)

Instant Bag-of-Words served on a laptop - Jasper R. R. Uijlings; Ork de Rooij; Daan Odijk; Arnold W. M. Smeulders; Marcel Worring (Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011, 2011)

Exploiting the entire feature space with sparsity for automatic image annotation - Zhigang Ma; Yi Yang; Feiping Nie; Jasper R. R. Uijlings; Nicu Sebe (Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011, 2011)

Real-Time Visual Concept Classification - Jasper R. R. Uijlings; Arnold W. M. Smeulders; Remko J. H. Scha (IEEE Trans. Multim., 2010)

Real-time bag of words, approximately - Jasper R. R. Uijlings; Arnold W. M. Smeulders; Remko J. H. Scha (Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009, Santorini Island, Greece, July 8-10, 2009, 2009)

What is the spatial extent of an object? - Jasper R. R. Uijlings; Arnold W. M. Smeulders; Remko J. H. Scha (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 20-25 June 2009, Miami, Florida, USA, 2009)

The MediaMill TRECVID 2009 Semantic Video Search Engine - Cees G. M. Snoek; Koen E. A. van de Sande; Ork de Rooij; Bouke Huurnink; Jasper R. R. Uijlings; M. van Liempt; Maarten de Rijke; Jan-Mark Geusebroek; Theo Gevers; Marcel Worring; Arnold W. M. Smeulders; Dennis C. Koelma; et al. (TRECVID 2009 workshop participants notebook papers, Gaithersburg, MD, USA, November 16-17, 2009, 2009)

The MediaMill TRECVID 2008 Semantic Video Search Engine - Cees G. M. Snoek; Koen E. A. van de Sande; Ork de Rooij; Bouke Huurnink; Jan C. van Gemert; Jasper R. R. Uijlings; Jiyin He; Xirong Li; Ivo Everts; Vladimir Nedovic; M. van Liempt; Richard van Balen; et al. (TRECVID 2008 workshop participants notebook papers, Gaithersburg, MD, USA, November 2008, 2008)

The MediaMill TRECVID 2007 Semantic Video Search Engine - Cees G. M. Snoek; Ivo Everts; Jan C. van Gemert; Jan-Mark Geusebroek; Bouke Huurnink; Dennis C. Koelma; M. van Liempt; Ork de Rooij; Koen E. A. van de Sande; Arnold W. M. Smeulders; Jasper R. R. Uijlings; Marcel Worring (TRECVID 2007 workshop participants notebook papers, Gaithersburg, MD, USA, November 2007, 2007)

Designing a Story Database for Use in Automatic Story Generation - Katri Oinonen; Mariët Theune; Anton Nijholt; Jasper R. R. Uijlings (Entertainment Computing - ICEC 2006, 5th International Conference, Cambridge, UK, September 20-22, 2006, Proceedings, 2006)