Sylvain Lobry - RankMe

60 papers B 2C 11Journal 29Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GroundSet: A Cadastral-Grounded Dataset for Spatial Understanding with Vector Data. CoRR Roger Ferrod, Maël Lecene, Krishna Sapkota, George Leifman, Vered Silverman, Genady Beryozkin, Sylvain Lobry
2026	J	`jnl`	IC-EO: Interpretable Code-based assistant for Earth Observation. CoRR Lamia Lahouel, Laurynas Lopata, Simon Gruening, Gabriele Meoni, Gaetan Petit, Sylvain Lobry
2025	J	`jnl`	Atomizer: Generalizing to new modalities by breaking satellite images down to a set of scalars. CoRR Hugo Riffaud de Turckheim, Sylvain Lobry, Roberto Interdonato, Diego Marcos
2025	—	`conf`	Automating Geospatial Vision Tasks with a Large Language Model Agent. ECML/PKDD (8) Yuxing Chen, Weijie Wang, Camille Kurtz, Sylvain Lobry
2025	J	`jnl`	Checkmate: interpretable and explainable RSVQA is the endgame. CoRR Lucrezia Tosato, Christel Chappuis, Syrielle Montariol, Flora Weissgerber, Sylvain Lobry, Devis Tuia
2025	—	`conf`	Evaluating Transformers Learning by Representing Self-Attention Weights as a Graph. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP Rebecca Leygonie, Sylvain Lobry, Laurent Wendling
2025	—	`conf`	LLM-Driven Data Augmentation for Visual Question Answering. JURSE Hichem Boussaid, Nayoung Kwon, Camille Kurtz, Laurent Wendling, Sylvain Lobry
2025	—	`conf`	PAN-RSVQA: Vision Foundation Models as Pseudo-ANnotators for Remote Sensing Visual Question Answering. CVPR Workshops Christel Chappuis, Gencer Sümbül, Syrielle Montariol, Sylvain Lobry, Devis Tuia
2025	—	`conf`	ProMM-RS: Exploring Probabilistic Learning for Multi-Modal Remote Sensing Image Representations. WACV (Workshops) Nicolas Houdré, Diego Marcos, Dino Ienco, Laurent Wendling, Camille Kurtz, Sylvain Lobry
2025	J	`jnl`	RAMEN: Resolution-Adjustable Multimodal Encoder for Earth Observation. CoRR Nicolas Houdré, Diego Marcos, Hugo Riffaud de Turckheim, Dino Ienco, Laurent Wendling, Camille Kurtz, Sylvain Lobry
2025	—	`conf`	Représentation des poids d'auto-attention sous forme de graphe pour l'évaluation des Transformers. EGC Rebecca Leygonie, Sylvain Lobry, Laurent Wendling
2025	J	`jnl`	SAR Strikes Back: A New Hope for RSVQA. CoRR Lucrezia Tosato, Flora Weissgerber, Laurent Wendling, Sylvain Lobry
2025	J	`jnl`	SAR Strikes Back: A New Hope for RSVQA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lucrezia Tosato, Sylvain Lobry, Flora Weissgerber, Laurent Wendling
2025	—	`conf`	Visual Question Answering on Multiple Remote Sensing Image Modalities. CVPR Workshops Hichem Boussaid, Lucrezia Tosato, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry
2025	J	`jnl`	Visual Question Answering on Multiple Remote Sensing Image Modalities. CoRR Hichem Boussaid, Lucrezia Tosato, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry
2024	J	`jnl`	An LLM Agent for Automatic Geospatial Data Analysis. CoRR Yuxing Chen, Weijie Wang, Sylvain Lobry, Camille Kurtz
2024	J	`jnl`	Can SAR improve RSVQA performance? CoRR Lucrezia Tosato, Sylvain Lobry, Flora Weissgerber, Laurent Wendling
2024	J	`jnl`	Can we detect plant diseases without prior knowledge of their existence? Int. J. Appl. Earth Obs. Geoinformation Rebecca Leygonie, Sylvain Lobry, Laurent Wendling
2024	J	`jnl`	Domain Adaptation for Mapping LCZs in Sub-Saharan Africa With Remote Sensing: A Comprehensive Approach to Health Data Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Basile Rousse, Sylvain Lobry, Géraldine Duthé, Valérie Golaz, Laurent Wendling
2024	C	`conf`	Segmentation-Guided Attention for Visual Question Answering from Remote Sensing Images. IGARSS Lucrezia Tosato, Hichem Boussaid, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry
2024	J	`jnl`	Segmentation-guided Attention for Visual Question Answering from Remote Sensing Images. CoRR Lucrezia Tosato, Hichem Boussaid, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry
2023	—	`conf`	An a contrario approach for plant disease detection. BMVC Workshop Rebecca Leygonie, Sylvain Lobry, Laurent Wendling
2023	C	`conf`	Automatic Simulation of SAR Images: Comparing a Deep-Learning Based Method to a Hybrid Method. IGARSS Nathan Letheule, Flora Weissgerber, Sylvain Lobry, Elise Colin
2023	J	`jnl`	Deep learning for classification of noisy QR codes. CoRR Rebecca Leygonie, Sylvain Lobry, Laurent Wendling
2023	—	`conf`	Multi-task prompt-RSVQA to explicitly count objects on aerial images. BMVC Workshop Christel Chappuis, Charlotte Sertic, Nicola Santacroce, Javiera Castillo Navarro, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
2023	—	`conf`	Seasonal semi-supervised domain adaptation for linking population studies and Local Climate Zones. JURSE Basile Rousse, Sylvain Lobry, Géraldine Duthé, Valérie Golaz, Laurent Wendling
2023	J	`jnl`	The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation. CoRR Christel Chappuis, Eliot Walt, Vincent Mendez, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
2023	B	`conf`	Transforming Multidimensional Data into Images to Overcome the Curse of Dimensionality. ICIP Rebecca Leygonie, Sylvain Lobry, Guillaume Vimont, Laurent Wendling
2022	B	`conf`	Embedding Spatial Relations in Visual Question Answering for Remote Sensing. ICPR Maxime Faure, Sylvain Lobry, Camille Kurtz, Laurent Wendling
2022	C	`conf`	Language Transformers for Remote Sensing Visual Question Answering. IGARSS Christel Chappuis, Vincent Mendez, Eliot Walt, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
2022	—	`conf`	Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering. CVPR Workshops Christel Chappuis, Valérie Zermatten, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
2022	J	`jnl`	Wasserstein Adversarial Regularization for Learning With Label Noise. IEEE Trans. Pattern Anal. Mach. Intell. Kilian Fatras, Bharath Bhushan Damodaran, Sylvain Lobry, Rémi Flamary, Devis Tuia, Nicolas Courty
2021	—	`conf`	How to find a good image-text embedding for remote sensing visual question answering? MACLEAN@PKDD/ECML Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia
2021	J	`jnl`	How to find a good image-text embedding for remote sensing visual question answering? CoRR Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia
2021	C	`conf`	RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing. IGARSS Sylvain Lobry, Begüm Demir, Devis Tuia
2020	—	`conf`	Contextual Semantic Interpretability. ACCV (4) Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia
2020	J	`jnl`	Contextual Semantic Interpretability. CoRR Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia
2020	J	`jnl`	Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data. Int. J. Geogr. Inf. Sci. Shivangi Srivastava, John E. Vargas-Munoz, Sylvain Lobry, Devis Tuia
2020	C	`conf`	Interpretable Scenicness from Sentinel-2 Imagery. IGARSS Alex Levering, Diego Marcos, Sylvain Lobry, Devis Tuia
2020	C	`conf`	Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. IGARSS Yuansheng Hua, Sylvain Lobry, Lichao Mou, Devis Tuia, Xiao Xiang Zhu
2020	J	`jnl`	RSVQA: Visual Question Answering for Remote Sensing Data. CoRR Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia
2020	J	`jnl`	RSVQA: Visual Question Answering for Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia
2019	J	`jnl`	Correcting rural building annotations in OpenStreetMap using convolutional neural networks. CoRR John E. Vargas-Muñoz, Sylvain Lobry, Alexandre X. Falcão, Devis Tuia
2019	—	`conf`	Deep Learning Models to Count Buildings in High-Resolution Overhead Images. JURSE Sylvain Lobry, Devis Tuia
2019	J	`jnl`	Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning. IEEE Trans. Geosci. Remote. Sens. Benjamin Kellenberger, Diego Marcos, Sylvain Lobry, Devis Tuia
2019	J	`jnl`	Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning. CoRR Benjamin Kellenberger, Diego Marcos, Sylvain Lobry, Devis Tuia
2019	J	`jnl`	Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise. CoRR Bharath Bhushan Damodaran, Kilian Fatras, Sylvain Lobry, Rémi Flamary, Devis Tuia, Nicolas Courty
2019	—	`conf`	Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. ICCV Workshops Diego Marcos, Sylvain Lobry, Devis Tuia
2019	J	`jnl`	Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. CoRR Diego Marcos, Sylvain Lobry, Devis Tuia
2019	C	`conf`	Visual Question Answering From Remote Sensing Images. IGARSS Sylvain Lobry, Jesse Murray, Diego Marcos, Devis Tuia
2019	J	`jnl`	Water Detection in SWOT HR Images Based on Multiple Markov Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sylvain Lobry, Loïc Denis, Brent Williams, Roger Fjørtoft, Florence Tupin
2018	C	`conf`	Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. IGARSS John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia
2018	J	`jnl`	Scale equivariance in CNNs with vector fields. CoRR Diego Marcos, Benjamin Kellenberger, Sylvain Lobry, Devis Tuia
2017	C	`conf`	Double MRF for water classification in SAR images by joint detection and reflectivity estimation. IGARSS Sylvain Lobry, Loïc Denis, Florence Tupin, Roger Fjørtoft
2017	—	`—`	Modèles Markoviens pour les images SAR : application à la détection de l'eau dans les images satellitaires SWOT et analyse multi-temporelle de zones urbaines. (Markovian models for SAR images : application to water detection in SWOT satellite images and multi-temporal analysis of urban areas). Sylvain Lobry
2017	C	`conf`	Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection. IGARSS Sylvain Lobry, Florence Tupin, Roger Fjørtoft
2017	—	`conf`	Urban area change detection based on generalized likelihood ratio test. MultiTemp Weiying Zhao, Sylvain Lobry, Henri Maître, Jean-Marie Nicolas, Florence Tupin
2016	C	`conf`	A decomposition model for scatterers change detection in multi-temporal series of SAR images. IGARSS Sylvain Lobry, Florence Tupin, Loïc Denis
2016	J	`jnl`	Multitemporal SAR Image Decomposition into Strong Scatterers, Background, and Speckle. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sylvain Lobry, Loïc Denis, Florence Tupin
2015	—	`conf`	Sparse + smooth decomposition models for multi-temporal SAR images. MultiTemp Sylvain Lobry, Loïc Denis, Florence Tupin