Stéphane Herbin

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 19

Top Topics

Incremental Learning

Nearest Neighbor Classification

Computer Vision

Visual Representations

Top Venues

Publications

Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi
Optimal transport based adversarial patch to leverage large scale attack transferability. ICLR (2024)
Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. CoRR (2024)
Dao Thauvin, Stéphane Herbin
Knowledge Informed Sequential Scene Graph Verification Using VQA. ICCV (Workshops) (2023)
Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi
Carpet-bombing patch: attacking a deep network without usual requirements. CoRR (2022)
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
Leveraging generative models to characterize the failure conditions of image classifiers. AISafety@IJCAI (2022)
Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi
Benchmarking and deeper analysis of adversarial patch attack on object detectors. AISafety@IJCAI (2022)
Alexis Lechat, Stéphane Herbin, Frédéric Jurie
Pseudo-Labeling for Class Incremental Learning. BMVC (2021)
Alexis Lechat, Stéphane Herbin, Frédéric Jurie
Semi-Supervised Class Incremental Learning. ICPR (2020)
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
Semantic bottleneck for computer vision tasks. CoRR (2018)
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
Semantic Bottleneck for Computer Vision Tasks. ACCV (2) (2018)
Isabelle Leang, Stéphane Herbin, Benoît Girard, Jacques Droulez
On-line fusion of trackers for single-object tracking. Pattern Recognit. 74 (2018)
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
Generating Visual Representations for Zero-Shot Classification. CoRR (2017)
Frédéric Jurie, Maxime Bucher, Stéphane Herbin
Generating Visual Representations for Zero-Shot Classification. ICCV Workshops (2017)
Adrien Chan-Hon-Tong, Stéphane Herbin
Practical Scheduling of Computer Vision Functions. VISIGRAPP (6: VISAPP) (2017)
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
Hard Negative Mining for Metric Learning Based Zero-Shot Classification. ECCV Workshops (3) (2016)
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classiffication. ECCV (5) (2016)
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification. CoRR (2016)
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
Hard Negative Mining for Metric Learning Based Zero-Shot Classification. CoRR (2016)
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
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. 9 (12) (2016)
Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
Absolute geo-localization thanks to Hidden Markov Model and exemplar-based metric learning. CVPR Workshops (2015)
Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
Exemplar based metric learning for robust visual localization. ICIP (2015)
Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu
Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks. IGARSS (2015)
Adrien Chan-Hon-Tong, Stéphane Herbin
Tracking based sparse box proposal for time constraint detection in video stream. IPTA (2015)
Isabelle Leang, Stéphane Herbin, Benoît Girard, Jacques Droulez
Robust Fusion of Trackers Using Online Drift Prediction. ACIVS (2015)
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
Robust abandoned object detection integrating wide area visual surveillance and social context. Pattern Recognit. Lett. 34 (7) (2013)
Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert
Semantic hierarchies for image annotation: A survey. Pattern Recognit. 45 (1) (2012)
Christophe Guilmart, Stéphane Herbin, Patrick Pérez
Context-driven moving object detection in aerial scenes with user input. ICIP (2011)
Valerie Leung, Stéphane Herbin
Flexible tracklet association for complex scenarios using a Markov Logic Network. ICCV Workshops (2011)
Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert
Semantic lattices for multiple annotation of images. Multimedia Information Retrieval (2008)
Bernard Chalmond, B. Francesconi, Stéphane Herbin
Using hidden scale for salient object detection. IEEE Trans. Image Process. 15 (9) (2006)
Stéphane Herbin
Robust Multihypothesis Discrimination of Controlled I.I.D. Processes. ICPR (1) (2004)
Stéphane Herbin
Active Sampling Strategies for Multihyposthesis Testing. EMMCVPR (2003)
Stéphane Herbin
Combining Geometric and Probabilistic Structure for Active Recognition of 3D Objects. ECCV (2) (1998)
Stéphane Herbin
Recognizing 3D Objects by Generating Random Actions. CVPR (1996)