Stéphane Herbin

According to our database, Stéphane Herbin authored at least 36 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining an image classifier with a generative model conditioned by uncertainty.

Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed

CoRR, 2024

Continual Learning in Remote Sensing : Leveraging Foundation Models and Generative Classifiers to Mitigate Forgetting.

Marie-Ange Boum, Stéphane Herbin, Pierre Fournier, Pierre Lassalle

Proceedings of the IGARSS 2024, 2024

How to Efficiently Adapt Foundation Models to Remote Sensing for Object Detection?

Clément Barbier, Baptiste Abeloos, Stéphane Herbin

Proceedings of the IGARSS 2024, 2024

Optimal transport based adversarial patch to leverage large scale attack transferability.

Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Interpretable Image Classification Through an Argumentative Dialog Between Encoders.

Dao Thauvin, Stéphane Herbin, Wassila Ouerdane, Céline Hudelot

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models.

Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Knowledge Informed Sequential Scene Graph Verification Using VQA.

Dao Thauvin, Stéphane Herbin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Carpet-bombing patch: attacking a deep network without usual requirements.

Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi

CoRR, 2022

Leveraging generative models to characterize the failure conditions of image classifiers.

Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

Benchmarking and deeper analysis of adversarial patch attack on object detectors.

Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

2021

Pseudo-Labeling for Class Incremental Learning.

Alexis Lechat, Stéphane Herbin, Frédéric Jurie

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Semi-Supervised Class Incremental Learning.

Alexis Lechat, Stéphane Herbin, Frédéric Jurie

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Towards Autonomous Perceptual Systems. (Vers des systèmes perceptifs autonomes).

Stéphane Herbin

, 2020

2018

On-line fusion of trackers for single-object tracking.

Isabelle Leang, Stéphane Herbin, Benoît Girard, Jacques Droulez

Pattern Recognit., 2018

Semantic Bottleneck for Computer Vision Tasks.

Maxime Bucher, Stéphane Herbin, Frédéric Jurie

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Practical Scheduling of Computer Vision Functions.

Adrien Chan-Hon-Tong, Stéphane Herbin

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017

Generating Visual Representations for Zero-Shot Classification.

Frédéric Jurie, Maxime Bucher, Stéphane Herbin

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest.

Manuel Campos-Taberner, Adriana Romero-Soriano, Carlo Gatta, Gustau Camps-Valls, Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu, Michal Shimoni, Gabriele Moser, Devis Tuia

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification.

Maxime Bucher, Stéphane Herbin, Frédéric Jurie

CoRR, 2016

Hard Negative Mining for Metric Learning Based Zero-Shot Classification.

Maxime Bucher, Stéphane Herbin, Frédéric Jurie

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classiffication.

Maxime Bucher, Stéphane Herbin, Frédéric Jurie

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Tracking based sparse box proposal for time constraint detection in video stream.

Adrien Chan-Hon-Tong, Stéphane Herbin

Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks.

Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Exemplar based metric learning for robust visual localization.

Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Absolute geo-localization thanks to Hidden Markov Model and exemplar-based metric learning.

Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Robust Fusion of Trackers Using Online Drift Prediction.

Isabelle Leang, Stéphane Herbin, Benoît Girard, Jacques Droulez

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2013

Robust abandoned object detection integrating wide area visual surveillance and social context.

James M. Ferryman, David C. Hogg, Jan Sochman, Ardhendu Behera, José A. Rodríguez-Serrano, Simon F. Worgan, Longzhen Li, Valerie Leung, Murray Evans, Philippe Cornic, Stéphane Herbin, Stefan Schlenger, Michael Dose

Pattern Recognit. Lett., 2013

2012

Semantic hierarchies for image annotation: A survey.

Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert

Pattern Recognit., 2012

2011

Context-driven moving object detection in aerial scenes with user input.

Christophe Guilmart, Stéphane Herbin, Patrick Pérez

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Flexible tracklet association for complex scenarios using a Markov Logic Network.

Valerie Leung, Stéphane Herbin

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2008

Semantic lattices for multiple annotation of images.

Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

2006

Using hidden scale for salient object detection.

Bernard Chalmond, B. Francesconi, Stéphane Herbin

IEEE Trans. Image Process., 2006

2004

Robust Multihypothesis Discrimination of Controlled I.I.D. Processes.

Stéphane Herbin

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Active Sampling Strategies for Multihyposthesis Testing.

Stéphane Herbin

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

1998

Combining Geometric and Probabilistic Structure for Active Recognition of 3D Objects.

Stéphane Herbin

Proceedings of the Computer Vision, 1998

1996

Recognizing 3D Objects by Generating Random Actions.

Stéphane Herbin

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996