Gabriela Csurka

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 49

Top Venues

CoRR

CVPR

ICCV Workshops

ICCV

Publications

Mingxuan Liu, Tyler L. Hayes, Elisa Ricci, Gabriela Csurka, Riccardo Volpi
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection. CoRR (2024)
Maxime Pietrantoni, Gabriela Csurka, Martin Humenberger, Torsten Sattler
Self-Supervised Learning of Neural Implicit Feature Fields for Camera Pose Refinement. 3DV (2024)
Yannis Kalantidis, Mert Bülent Sariyildiz, Rafael Sampaio de Rezende, Philippe Weinzaepfel, Diane Larlus, Gabriela Csurka
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency. CoRR (2024)
Yannis Kalantidis, Mert Bülent Sariyildiz, Rafael S. Rezende, Philippe Weinzaepfel, Diane Larlus, Gabriela Csurka
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency. ICLR (2024)
Maxime Pietrantoni, Gabriela Csurka, Martin Humenberger, Torsten Sattler
Self-supervised Learning of Neural Implicit Feature Fields for Camera Pose Refinement. CoRR (2024)
Philippe Weinzaepfel, Thomas Lucas, Vincent Leroy, Yohann Cabon, Vaibhav Arora, Romain Brégier, Gabriela Csurka, Leonid Antsfeld, Boris Chidlovskii, Jérôme Revaud
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV (2023)
Maxime Pietrantoni, Martin Humenberger, Torsten Sattler, Gabriela Csurka
SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization. CVPR (2023)
Subhankar Roy, Riccardo Volpi, Gabriela Csurka, Diane Larlus
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation. CoLLAs (2023)
Subhankar Roy, Riccardo Volpi, Gabriela Csurka, Diane Larlus
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation. CoRR (2023)
Gabriela Csurka, Riccardo Volpi, Boris Chidlovskii
Semantic Image Segmentation: Two Decades of Research. CoRR (2023)
Ginger Delmas, Rafael Sampaio de Rezende, Gabriela Csurka, Diane Larlus
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity. ICLR (2022)
Ginger Delmas, Rafael Sampaio de Rezende, Gabriela Csurka, Diane Larlus
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity. CoRR (2022)
Martin Humenberger, Yohann Cabon, Noé Pion, Philippe Weinzaepfel, Donghwan Lee, Nicolas Guérin, Torsten Sattler, Gabriela Csurka
Investigating the Role of Image Retrieval for Visual Localization - An exhaustive benchmark. CoRR (2022)
Philippe Weinzaepfel, Vincent Leroy, Thomas Lucas, Romain Brégier, Yohann Cabon, Vaibhav Arora, Leonid Antsfeld, Boris Chidlovskii, Gabriela Csurka, Jérôme Revaud
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion. CoRR (2022)
Philippe Weinzaepfel, Vincent Leroy, Thomas Lucas, Romain Brégier, Yohann Cabon, Vaibhav Arora, Leonid Antsfeld, Boris Chidlovskii, Gabriela Csurka, Jérôme Revaud
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion. NeurIPS (2022)
Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo
Deep Visual Geo-localization Benchmark. CVPR (2022)
Philippe Weinzaepfel, Vaibhav Arora, Yohann Cabon, Thomas Lucas, Romain Brégier, Vincent Leroy, Gabriela Csurka, Leonid Antsfeld, Boris Chidlovskii, Jérôme Revaud
Improved Cross-view Completion Pre-training for Stereo Matching. CoRR (2022)
Riccardo Volpi, Pau de Jorge, Diane Larlus, Gabriela Csurka
On the Road to Online Adaptation for Semantic Image Segmentation. CoRR (2022)
Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo
Deep Visual Geo-localization Benchmark. CoRR (2022)
Gabriela Csurka, Riccardo Volpi, Boris Chidlovskii
Semantic Image Segmentation: Two Decades of Research. Found. Trends Comput. Graph. Vis. 14 (1-2) (2022)
Riccardo Volpi, Pau de Jorge, Diane Larlus, Gabriela Csurka
On the Road to Online Adaptation for Semantic Image Segmentation. CVPR (2022)
Martin Humenberger, Yohann Cabon, Noé Pion, Philippe Weinzaepfel, Donghwan Lee, Nicolas Guérin, Torsten Sattler, Gabriela Csurka
Investigating the Role of Image Retrieval for Visual Localization. Int. J. Comput. Vis. 130 (7) (2022)
Donghwan Lee, Soo-Hyun Ryu, Suyong Yeon, Yonghan Lee, Deokhwa Kim, Cheolho Han, Yohann Cabon, Philippe Weinzaepfel, Nicolas Guérin, Gabriela Csurka, Martin Humenberger
Large-Scale Localization Datasets in Crowded Indoor Spaces. CVPR (2021)
Donghwan Lee, Soo-Hyun Ryu, Suyong Yeon, Yonghan Lee, Deokhwa Kim, Cheolho Han, Yohann Cabon, Philippe Weinzaepfel, Nicolas Guérin, Gabriela Csurka, Martin Humenberger
Large-scale Localization Datasets in Crowded Indoor Spaces. CoRR (2021)
Zoltan Kato, Gabor Nagy, Martin Humenberger, Gabriela Csurka
Detecting Low-Rank Regions in Omnidirectional Images. CVPR Workshops (2021)
Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka
Unsupervised Meta-Domain Adaptation for Fashion Retrieval. WACV (2021)
Jonathan Munro, Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval. CoRR (2021)
Gabriela Csurka, Riccardo Volpi, Boris Chidlovskii
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey. CoRR (2021)
Martin Humenberger, Yohann Cabon, Nicolas Guérin, Julien Morat, Jérôme Revaud, Philippe Rerole, Noé Pion, César Roberto de Souza, Vincent Leroy, Gabriela Csurka
Robust Image Retrieval-based Visual Localization using Kapture. CoRR (2020)
Gabriela Csurka
Deep Visual Domain Adaptation. SYNASC (2020)
Gabriela Csurka, Zoltan Kato, Andor Juhasz, Martin Humenberger
Estimating Low-Rank Region Likelihood Maps. CVPR (2020)
Noé Pion, Martin Humenberger, Gabriela Csurka, Yohann Cabon, Torsten Sattler
Benchmarking Image Retrieval for Visual Localization. CoRR (2020)
Gabriela Csurka
Deep Visual Domain Adaptation. CoRR (2020)
Noé Pion, Martin Humenberger, Gabriela Csurka, Yohann Cabon, Torsten Sattler
Benchmarking Image Retrieval for Visual Localization. 3DV (2020)
Philippe Weinzaepfel, Gabriela Csurka, Yohann Cabon, Martin Humenberger
Visual Localization by Learning Objects-Of-Interest Dense Match Regression. CVPR (2019)
Jérôme Revaud, Philippe Weinzaepfel, César Roberto de Souza, Noé Pion, Gabriela Csurka, Yohann Cabon, Martin Humenberger
R2D2: Repeatable and Reliable Detector and Descriptor. CoRR (2019)
Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings. CoRR (2019)
Michael Wray, Gabriela Csurka, Diane Larlus, Dima Damen
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings. ICCV (2019)
Gabriela Csurka, Martin Humenberger
From handcrafted to deep local invariant features. CoRR (2018)
Gabriela Csurka
Domain Adaptation for Visual Applications: A Comprehensive Survey. CoRR (2017)
Gabriela Csurka, Fabien Baradel, Boris Chidlovskii, Stéphane Clinchant
Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study. ICCV Workshops (2017)
Jean-Michel Renders, Gabriela Csurka
NLE@MediaEval'17: Combining Cross-Media Similarity and Embeddings for Retrieving Diverse Social Images. MediaEval (2017)
Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant, Sophia Michel
An Extended Framework for Marginalized Domain Adaptation. CoRR (2017)
Gabriela Csurka, Diane Larlus, Albert Gordo, Jon Almazán
What is the right way to represent document images? CoRR (2016)
Gabriela Csurka
Document image classification, with a specific view on applications of patent images. CoRR (2016)
Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant, Sophia Michel
Unsupervised Domain Adaptation with Regularized Domain Instance Denoising. ECCV Workshops (3) (2016)
Boris Chidlovskii, Stéphane Clinchant, Gabriela Csurka
Domain Adaptation in the Absence of Source Domain Data. KDD (2016)
Stéphane Clinchant, Boris Chidlovskii, Gabriela Csurka
Transductive Adaptation of Black Box Predictions. ACL (2) (2016)
Stéphane Clinchant, Gabriela Csurka, Boris Chidlovskii
A Domain Adaptation Regularization for Denoising Autoencoders. ACL (2) (2016)
Boris Chidlovskii, Gabriela Csurka, Stéphane Clinchant
Evaluating Stacked Marginalised Denoising Autoencoders Within Domain Adaptation Methods. CLEF (2015)
Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant
Adapted Domain Specific Class Means. ICCV Workshops (2015)
Julien Ah-Pine, Gabriela Csurka, Stéphane Clinchant
Unsupervised Visual and Textual Information Fusion in CBMIR Using Graph-Based Methods. ACM Trans. Inf. Syst. 33 (2) (2015)
Boris Chidlovskii, Gabriela Csurka, José A. Rodríguez-Serrano
Vehicle type classification from laser scans with global alignment kernels. ITSC (2014)
Neda Salamati, Diane Larlus, Gabriela Csurka, Sabine Süsstrunk
Incorporating Near-Infrared Information into Semantic Image Segmentation. CoRR (2014)
Boris Chidlovskii, Gabriela Csurka, Shalini Gangwar
Assembling Heterogeneous Domain Adaptation Methods for Image Classification. CLEF (Working Notes) (2014)
Gabriela Csurka, Boris Chidlovskii, Florent Perronnin
Domain Adaptation with a Domain Specific Class Means Classifier. ECCV Workshops (3) (2014)
Gabriela Csurka, Julien Ah-Pine, Stéphane Clinchant
Unsupervised Visual and Textual Information Fusion in Multimedia Retrieval - A Graph-based Point of View. CoRR (2014)
Harsimrat Sandhawalia, José A. Rodríguez-Serrano, Hervé Poirier, Gabriela Csurka
Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors. ITSC (2013)
Gabriela Csurka, Diane Larlus, Florent Perronnin
What is a good evaluation measure for semantic segmentation?. BMVC (2013)
Thomas Mensink, Jakob J. Verbeek, Gabriela Csurka
Tree-Structured CRF Models for Interactive Image Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 35 (2) (2013)
Thomas Mensink, Jakob J. Verbeek, Florent Perronnin, Gabriela Csurka
Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost. IEEE Trans. Pattern Anal. Mach. Intell. 35 (11) (2013)
Rui Hu, Diane Larlus, Gabriela Csurka
On the use of regions for semantic image segmentation. ICVGIP (2012)
Thomas Mensink, Jakob J. Verbeek, Florent Perronnin, Gabriela Csurka
Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost. ECCV (2) (2012)
Gabriela Csurka, Stéphane Clinchant
An empirical study of fusion operators for multimodal image retrieval. CBMI (2012)
Neda Salamati, Diane Larlus, Gabriela Csurka, Sabine Süsstrunk
Semantic Image Segmentation Using Visible and Near-Infrared Channels. ECCV Workshops (2) (2012)
Teófilo Emídio de Campos, Gabriela Csurka, Florent Perronnin
Images as sets of locally weighted features. Comput. Vis. Image Underst. 116 (1) (2012)
Sandra Skaff, David Rouquet, Emmanuel Dellandréa, Achille Falaise, Valérie Bellynck, Hervé Blanchon, Christian Boitet, Didier Schwab, Liming Chen, Alexandre Saidi, Gabriela Csurka, Luca Marchesotti
Multimodal Search for Graphic Designers. IMAGAPP/IVAPP (2011)
Neda Salamati, Diane Larlus, Gabriela Csurka
Combining Visible and Near-Infrared Cues for image Categorisation. BMVC (2011)
Gabriela Csurka, Stéphane Clinchant, Adrian Popescu
XRCE's Participation at Wikipedia Retrieval of ImageCLEF 2011. CLEF (Notebook Papers/Labs/Workshop) (2011)
Thomas Mensink, Jakob J. Verbeek, Gabriela Csurka
Learning structured prediction models for interactive image labeling. CVPR (2011)
Gabriela Csurka, Stéphane Clinchant, Guillaume Jacquet
XRCE's Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of Image CLEF2011. CLEF (Notebook Papers/Labs/Workshop) (2011)
Luca Marchesotti, Florent Perronnin, Diane Larlus, Gabriela Csurka
Assessing the aesthetic quality of photographs using generic image descriptors. ICCV (2011)
Gabriela Csurka, Sandra Skaff, Luca Marchesotti, Craig Saunders
Building look & feel concept models from color combinations - With applications in image classification, retrieval, and color transfer. Vis. Comput. 27 (12) (2011)
Stéphane Clinchant, Julien Ah-Pine, Gabriela Csurka
Semantic combination of textual and visual information in multimedia retrieval. ICMR (2011)
Gabriela Csurka, Florent Perronnin
An Efficient Approach to Semantic Segmentation. Int. J. Comput. Vis. 95 (2) (2011)
Sandra Skaff, Luca Marchesotti, Gabriela Csurka, Craig Saunders
A Study on Perceptually Coherent Distance Measures for Color Schemes. Color Imaging Conference (2011)
Gabriela Csurka, Stéphane Clinchant, Guillaume Jacquet
Medical image modality classification and retrieval. CBMI (2011)
Gabriela Csurka, Jean-Michel Renders, Guillaume Jacquet
XRCE's Participation at Patent Image Classification and Image-based Patent Retrieval Tasks of the Clef-IP 2011. CLEF (Notebook Papers/Labs/Workshop) (2011)
Gabriela Csurka, Guillaume Bouchard, Marco Bressan
Spare Time Activity Sheets from Photo Albums. J. Virtual Real. Broadcast. 7 (2010)
Gabriela Csurka, Florent Perronnin, Luca Marchesotti, Stéphane Clinchant, Julien Ah-Pine
Fisher Kernel Representation of Images and Some of Its Successful Applications. VISAPP (1) (2010)
Thomas Mensink, Gabriela Csurka, Florent Perronnin, Jorge Sánchez, Jakob J. Verbeek
LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) (2010)
Gabriela Csurka, Florent Perronnin
Fisher Vectors: Beyond Bag-of-Visual-Words Image Representations. VISIGRAPP (Selected Papers) (2010)
Thomas Mensink, Jakob J. Verbeek, Gabriela Csurka
Trans Media Relevance Feedback for Image Autoannotation. BMVC (2010)
Stéphane Clinchant, Gabriela Csurka, Julien Ah-Pine, Guillaume Jacquet, Florent Perronnin, Jorge Sánchez, Keyvan Minoukadeh
XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) (2010)
Gabriela Csurka, Sandra Skaff, Luca Marchesotti, Craig Saunders
Learning moods and emotions from color combinations. ICVGIP (2010)
Gabriela Csurka, Marco Bressan
Spare Time Activity Sheets from Photo Albums. GRAPP (2009)
Julien Ah-Pine, Stéphane Clinchant, Gabriela Csurka
Comparison of Several Combinations of Multimodal and Diversity Seeking Methods for Multimedia Retrieval. CLEF (2) (2009)
Julien Ah-Pine, Stéphane Clinchant, Gabriela Csurka, Yan Liu
XRCE's Participation in ImageCLEF 2009. CLEF (Working Notes) (2009)
Luca Marchesotti, Claudio Cifarelli, Gabriela Csurka
A framework for visual saliency detection with applications to image thumbnailing. ICCV (2009)
Julien Ah-Pine, Marco Bressan, Stéphane Clinchant, Gabriela Csurka, Yves Hoppenot, Jean-Michel Renders
Crossing textual and visual content in different application scenarios. Multim. Tools Appl. 42 (1) (2009)
Gabriela Csurka, Katerina Pastra
Introduction to the special issue on "metadata mining for image understanding". Multim. Tools Appl. 42 (1) (2009)
Julian J. McAuley, Teófilo Emídio de Campos, Gabriela Csurka, Florent Perronnin
Hierarchical Image-Region Labeling via Structured Learning. BMVC (2009)
Julien Ah-Pine, Claudio Cifarelli, Stéphane Clinchant, Gabriela Csurka, Jean-Michel Renders
XRCE's Participation to ImageCLEF 2008. CLEF (Working Notes) (2008)
Julien Ah-Pine, Gabriela Csurka, Jean-Michel Renders
Evaluation of Diversity-Focused Strategies for Multimedia Retrieval. CLEF (2008)
Gabriela Csurka, Florent Perronnin
A Simple High Performance Approach to Semantic Segmentation. BMVC (2008)
Stéphane Clinchant, Jean-Michel Renders, Gabriela Csurka
XRCE's Participation to ImageCLEFphoto 2007. CLEF (Working Notes) (2007)
Marco Bressan, Gabriela Csurka, Sebastien Favre
Towards intent dependent image enhancement - state-of-the-art and recent attempts. VISAPP (2) (2007)
Stéphane Clinchant, Jean-Michel Renders, Gabriela Csurka
Trans-Media Pseudo-Relevance Feedback Methods in Multimedia Retrieval. CLEF (2007)
Jean-Michel Renders, Éric Gaussier, Cyril Goutte, François Pacull, Gabriela Csurka
Categorization in multiple category systems. ICML (2006)
Florent Perronnin, Christopher R. Dance, Gabriela Csurka, Marco Bressan
Adapted Vocabularies for Generic Visual Categorization. ECCV (4) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gabriela Csurka