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- Self-supervised learning of neural implicit feature fields for camera pose refinement
International Conference on 3D Vision (3DV), Davos, Switzerland, 18-21 March, 2024
- CroCo v2: Improved cross-view completion pre-training for stereo matching and optical flow
International Conference on Computer Vision (ICCV), Paris, France, 2-6 October, 2023
- RaSP: Relation-aware Semantic Prior for weakly supervised incremental segmentation
Second Conference on Lifelong Learning Agents (CoLLAs) 2023, Montreal, Canada, August 22-25, 2023
- SegLoc: Learning segmentation-based representations for privacy-preserving visual localization
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, pp. 15380-15391, CVPR 2023, Vancouver, Canada, 18-22 June, 2023
- Semantic image segmentation: two decades of research
Foundations and Trends® in Computer Graphics and Vision: Vol. 14, No. 1-2, pp 1–162. DOI: 10.1561/0600000095.
- Deep visual geo-localization benchmark
Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, USA, 21-24 June, 2022
- On the road to online adaptation for semantic image segmentation
Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, USA, 21-24 June, 2022
- Investigating the role of image retrieval for visual localization – an exhaustive benchmark
International Journal of Computer Vision (2022) https://doi.org/10.1007/s11263-022-01615-7, 25 May, 2022
- Introducing the Expohedron for efficient pareto-optimal fairness-utility amortizations in repeated rankings
Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining (WSDM), virtual event, 21-25 February, 2022
- Unsupervised domain adaptation for semantic image segmentation: a comprehensive survey
Published on arXiv.org
- NAVI: large-scale localization datasets in crowded indoor spaces
Conference on Computer Vision and Pattern Recognition (CVPR), virtual event, 19-25 June, 2021
- Detecting low-rank regions in omnidirectional images
Omnidirectional Computer Vision Workshop at the Conference on Computer Vision and Pattern Recognition (CVPR), virtual event, 16-25 June, 2021
- Large-scale localization datasets in crowded indoor spaces
Computer Vision and Pattern Recognition (CVPR 2021), virtual event, 16-25 June, 2021
- Unsupervised meta-domain adaptation for fashion retrieval
Winter Conference on Applications of Computer Vision (WACV), virtual event, 5-9 January, 2021
- Benchmarking image retrieval for visual localization
8th International Conference on 3D Vision, 25-28 November, 2020
- Deep visual domain adaptation
International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), virtual event, 1 - 4 September, 2020
- Robust image retrieval-based visual localization using kapture
Published on arXiv.org
- Estimating low-rank region likelihood maps
Computer Vision and Pattern Recognition (CVPR 2020), Washington, United States, 16-18 June, 2020
- Fine-grained action retrieval through multiple parts-of-speech embeddings
International Conference on Computer Vision (ICCV), Seoul, South Korea, 27 October-2 November, 2019
- Visual localization by learning objects-of-interest dense match regression
Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, 16-21 June, 2019
- From Handcrafted to Deep Local Features
Published on arXiv.org
- NLE@MediaEval’17: Combining Cross-Media Similarity and Embeddings for Retrieving Diverse Social Images
MediaEval Multimedia Benchmark Workshop, Dublin, Ireland, 13-15 September, 2017
- An Extended Framework for Marginalized Domain Adaptation
arXiv:1702.05993
- What to do when the access to the source data is constrained?
Domain Adaptation in Computer Vision Applications, Ed: Gabriela Csurka, Springer Series Advances in Computer Vision and Pattern Recognition, DOI: 10.1007/978-3-319-58347-1_14, pp. 133-149
- Discrepancy-based networks for unsupervised domain adaptation : a comparative study
ICCV workshop on Transferring and Adapting Source Knowledge in Computer Vision (TASK-CV), Venice, Italy, 22-29 October, 2017
- A comprehensive survey on domain adaptation for visual applications
Domain Adaptation in Computer Vision Applications, Ed: Gabriela Csurka, Springer Series Advances in Computer Vision and Pattern Recognition, DOI: 10.1007/978-3-319-58347-1_14, pp. 1-35
- Unsupervised Domain Adaptation with Regularized Domain Instance Denoising
ECCV, Amsterdam, the Netherlands, October 8-16, 2016.
- Domain Adaptation in the Absence of Source Domain Data
22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, San Francisco, California, August 13-17, 2016. Full paper available on KDD 2016 Website
- A Domain Adaptation Regularization for Denoising Autoencoders
ACL, Berlin, Germany, August 7-12, 2016
- Transductive Adaptation of Black Box Predictions
ACL, Berlin, Germany, August 7-12, 2016.
- Evaluating Stacked Marginalised Denoising Autoencoders within Domain Adaptation Methods
CLEF, Toulouse, France, 8-11 September, 2015
- Vehicle Type classification from laser Scans with Global Alignment Kernels
17th International IEEE Conference on Intelligent Transportation Systems, Qingdao, China, October 8-11, 2014
- What is a Good Evaluation Measure for Semantic Segmentation?
24th British Machine Vision Conference (BMVC), University of Bristol, 9 - 13 Sept 2013.
- On the use of Regions for Semantic Image Segmentation
The 8th Indian Conference on Vision, Graphics and Image Processing, Bombay, India, December 16-19, 2012.
- Semantic Image Segmentation Using Visible and Near-Infrared Channels
4th Workshop on Color and Photometry in Computer Vision at ECCV12, Florence, Italy, October 7-13, 2012.
- An Empirical Study of Fusion Operators for Multi-Modal Image Retrieval
10th Workshop on Content-Based Multimedia Indexing, Annecy, France, June 27-29, 2012.
- Evaluation Automatique de la Qualité Esthétique des Photographies à l’aide de Descripteurs d’Image Génériques
Conférence Reconnaissance des Formes et Intelligence Artificielle, Lyon, France, January 24-27, 2012.
- XRCE and CEA LIST’s Participation at Wikipedia Retrieval of ImageCLEF 2011
Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands, 19-22 September 2011.
- XRCE’s Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2011
Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands, 19-22 September 2011.
- XRCE’s Participation at Patent Image Classification and Image-based Patent Retrieval Tasks of the CLEF-IP 2011
Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands, 19-22 September 2011.
- Combining Visible and Near Infrared Cues for image Categorisation
BMVC, Dundee, UK, August 29- September 2, 2011.
- A Study on Perceptually Coherent Distance Measures for Color Schemes
CIC Color Imaging Conference, San Jose, California, November 7-11, 2011.
- Assessing the Aesthetic Quality of Photographs using Generic Image Descriptors
ICCV, Barcelona, Spain, 6-13 November, 2011.
- Medical image modality classification and retrieval
CBMI 2011, 9th International Workshop on Content-Based Multimedia Indexing, Madrid, Spain, 13-15 June, 2011,
- Trans Media Relevance Feedback for Image Autoannotation
BMVC 2010 - the 21st British Machine Vision Conference - Aberystwyth , United Kingdom - 31st August-3rd September, 2010 Full paper available on BMVC Website
- Semantic Combination of Textual and Visual Information in Multimedia Retrieval
ICMR-International Conference on Multimedia Retrieval(ACM)- Trento,Italy - April 17-20,2011
- Multimodal Search for Graphic Designers
IVAPP 2011 -International Conference on Information Visualization Theory and Applications, Algarve-Portugal, 5-7 March, 2011
- The Fisher Kernel: A Versatile Tool for Visual Pattern Analysis
IEVC (Image Electronics and Visual Computing), Nice, France, 5-7 March 2010
- Learning Moods and Emotions from Color Combinations
ICVGIP (Indian Conference on Computer Vision, Graphics and Image Processing), December 12-15, 2010, Chennai, India
- Comparison of Several Combinations of Multimodal and Diversity seeking Methods for Multimedia Retrieval
CLEF Proceedings (Advances in Multilingual and Multimodal Information Retrieval),LNCS 2010, Volume 6242, pages 124-132 : Paper available on Springer
- Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval
Book chapter, ImageCLEF, Experimental Evaluation in Visual Information Retrieval, Eds: H. Müller, P. Clough, T. Deselaers, B. Caputo, Springer Book, ISBN 978-3-642-15180-4. Full paper available on Springer Website
- A Framework for Visual Saliency Detection with Applications to Image Thumbnailing
ICCV 2009 (12th IEEE International Conference on Computer Vision), Kyoto, Japan, Sept 29th - Oct 2nd, 2009
- Spare Time Activity Sheets From Photo Albums
GRAPP'09, International Conference on Graphics Theory and Applications. Lisboa, Portugal, 5-8 February 2009. www.grapp.org
- XRCE Participation to ImageCLEF 2008
CLEF 2008 Workshop, 17-19 September 2008, Aarhus, Denmark
- A Simple High Performance Approach to Semantic Segmentation
British Machine Vision Conference, Leeds, UK, Sept 1-4, 2008
- Travel Blog Assistant System
3rd International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, 22-25 January, 2008.
- XRCE s Participation to ImageCLEFphoto 2007
CLEF (Cross-Language Evaluation Forum) 2007, Budapest, Hungary, 19-21 September 2007.
- Safe Red-Eye Corrrection Plug-in using Adaptive Methods
Computational Color Imaging Workshop (CCIW 07), Modena, Italy, September 14, 2007.
- Categorisation in Multiple Category Systems
International conference on machine learning, (ICML) Pittsburgh, Pennsylvania, June 25-29, 2006.
- Generic Visual Categorization using Weak Geometry
Book chapter, in: Toward Category-level Object Recognition, Eds: J. Ponce, M. Hebert, C. Schmid, A. Zisserman, Springer-Verlag LNCS 4170, 2006
- Probabilistic Automatic Red Eye Detection and Correction
ICPR, Hong Kong, 20-24 August 2006.
- Adapted Vocabularies for Generic Visual Categorization
ECCV, 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006.
- Categorizing Nine Visual Classes using Local Appearance Descriptors
ICPR 2004 Workshop Learning for Adaptable Visual Systems Cambridge, United Kingdom 22 August, 2004.
- Local Feature-based Image Matching: Robustness to Intra Class Variation, Affine Transformation and Background Clutter
ICPR 2004 Workshop Learning for Adaptable Visual Systems Cambridge, United Kingdom 22 August, 2004.
- Visual Categorization with Bags of Keypoints
ECCV International Workshop on Statistical Learning in Computer Vision, Prague, 2004.
- LEAR and XRCE’s participation to Visual Concept Detection Task – ImageCLEF 2010
CLEF 2010 - Conference on Multilingual and Multimodal Information Access evaluation, Padua, Italy , 20-23 September 2010
- Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization
International Conference on Image Analysis and Processing (ICIAP), Cagliari, Italy, 6-8 September, 2005