Stéphane Herbin

47 papers A* 3A 2B 4C 3Journal 14Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Bridging the Modality Gap: Training-free Adaptation of Vision-Language Models for Remote Sensing via Visual Prototypes. CVPR Workshops Clément Barbier, Baptiste Abeloss, Stéphane Herbin
2025	—	`conf`	Measuring and Addressing Information Leakage in Concept Bottleneck Models. ICCVW Raffael Schon, Baptiste Abeloos, Stéphane Herbin
2025	—	`conf`	Smoothing Continual Segmentation Oscillations with Latent Domain PPCA Decoder. TerraBytes Marie-Ange Boum, Pierre Fournier, Dawa Derksen, Stéphane Herbin
2024	A*	`conf`	Confidence Calibration of Classifiers with Many Classes. NeurIPS Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2024	J	`jnl`	Confidence Calibration of Classifiers with Many Classes. CoRR Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2024	C	`conf`	Continual Learning in Remote Sensing : Leveraging Foundation Models and Generative Classifiers to Mitigate Forgetting. IGARSS Marie-Ange Boum, Stéphane Herbin, Pierre Fournier, Pierre Lassalle
2024	—	`conf`	Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. CVPR Workshops Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed
2024	J	`jnl`	Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. CoRR Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed
2024	J	`jnl`	Explaining an image classifier with a generative model conditioned by uncertainty. CoRR Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2024	C	`conf`	How to Efficiently Adapt Foundation Models to Remote Sensing for Object Detection? IGARSS Clément Barbier, Baptiste Abeloos, Stéphane Herbin
2024	A	`conf`	Interpretable Image Classification Through an Argumentative Dialog Between Encoders. ECAI Dao Thauvin, Stéphane Herbin, Wassila Ouerdane, Céline Hudelot
2024	J	`jnl`	Leveraging generative models to characterize the failure conditions of image classifiers. CoRR Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2024	A*	`conf`	Optimal transport based adversarial patch to leverage large scale attack transferability. ICLR Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi
2023	—	`conf`	Explaining an Image Classifier with a Generative Model Conditioned by Uncertainty. PKDD/ECML Workshops (2) Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2023	—	`conf`	Knowledge Informed Sequential Scene Graph Verification Using VQA. ICCV (Workshops) Dao Thauvin, Stéphane Herbin
2022	—	`conf`	Benchmarking and deeper analysis of adversarial patch attack on object detectors. AISafety@IJCAI Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi
2022	J	`jnl`	Carpet-bombing patch: attacking a deep network without usual requirements. CoRR Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi
2022	—	`conf`	Leveraging generative models to characterize the failure conditions of image classifiers. AISafety@IJCAI Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2021	A	`conf`	Pseudo-Labeling for Class Incremental Learning. BMVC Alexis Lechat, Stéphane Herbin, Frédéric Jurie
2020	B	`conf`	Semi-Supervised Class Incremental Learning. ICPR Alexis Lechat, Stéphane Herbin, Frédéric Jurie
2020	—	`book`	Towards Autonomous Perceptual Systems. (Vers des systèmes perceptifs autonomes). Stéphane Herbin
2018	J	`jnl`	On-line fusion of trackers for single-object tracking. Pattern Recognit. Isabelle Leang, Stéphane Herbin, Benoît Girard, Jacques Droulez
2018	—	`conf`	Semantic Bottleneck for Computer Vision Tasks. ACCV (2) Maxime Bucher, Stéphane Herbin, Frédéric Jurie
2018	J	`jnl`	Semantic bottleneck for computer vision tasks. CoRR Maxime Bucher, Stéphane Herbin, Frédéric Jurie
2017	—	`conf`	Generating Visual Representations for Zero-Shot Classification. ICCV Workshops Frédéric Jurie, Maxime Bucher, Stéphane Herbin
2017	J	`jnl`	Generating Visual Representations for Zero-Shot Classification. CoRR Maxime Bucher, Stéphane Herbin, Frédéric Jurie
2017	—	`conf`	Practical Scheduling of Computer Vision Functions. VISIGRAPP (6: VISAPP) Adrien Chan-Hon-Tong, Stéphane Herbin
2016	—	`conf`	Hard Negative Mining for Metric Learning Based Zero-Shot Classification. ECCV Workshops (3) Maxime Bucher, Stéphane Herbin, Frédéric Jurie
2016	J	`jnl`	Hard Negative Mining for Metric Learning Based Zero-Shot Classification. CoRR Maxime Bucher, Stéphane Herbin, Frédéric Jurie
2016	—	`conf`	Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classiffication. ECCV (5) Maxime Bucher, Stéphane Herbin, Frédéric Jurie
2016	J	`jnl`	Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification. CoRR Maxime Bucher, Stéphane Herbin, Frédéric Jurie
2016	J	`jnl`	Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 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
2015	—	`conf`	Absolute geo-localization thanks to Hidden Markov Model and exemplar-based metric learning. CVPR Workshops Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
2015	C	`conf`	Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks. IGARSS Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu
2015	B	`conf`	Exemplar based metric learning for robust visual localization. ICIP Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
2015	B	`conf`	Robust Fusion of Trackers Using Online Drift Prediction. ACIVS Isabelle Leang, Stéphane Herbin, Benoît Girard, Jacques Droulez
2015	—	`conf`	Tracking based sparse box proposal for time constraint detection in video stream. IPTA Adrien Chan-Hon-Tong, Stéphane Herbin
2013	J	`jnl`	Robust abandoned object detection integrating wide area visual surveillance and social context. Pattern Recognit. Lett. 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
2012	J	`jnl`	Semantic hierarchies for image annotation: A survey. Pattern Recognit. Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert
2011	B	`conf`	Context-driven moving object detection in aerial scenes with user input. ICIP Christophe Guilmart, Stéphane Herbin, Patrick Pérez
2011	—	`conf`	Flexible tracklet association for complex scenarios using a Markov Logic Network. ICCV Workshops Valerie Leung, Stéphane Herbin
2008	—	`conf`	Semantic lattices for multiple annotation of images. Multimedia Information Retrieval Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert
2006	J	`jnl`	Using hidden scale for salient object detection. IEEE Trans. Image Process. Bernard Chalmond, B. Francesconi, Stéphane Herbin
2004	—	`conf`	Robust Multihypothesis Discrimination of Controlled I.I.D. Processes. ICPR (1) Stéphane Herbin
2003	—	`conf`	Active Sampling Strategies for Multihyposthesis Testing. EMMCVPR Stéphane Herbin
1998	—	`conf`	Combining Geometric and Probabilistic Structure for Active Recognition of 3D Objects. ECCV (2) Stéphane Herbin
1996	A*	`conf`	Recognizing 3D Objects by Generating Random Actions. CVPR Stéphane Herbin