| 2025 | CBMI | DSI-3D: Differentiable Search Index for Point Clouds Retrieval. | Chahine-Nicolas Zede, Laurent Caraffa, Valrie Gouet-Brunet |
| 2025 | ICLR | Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder. | Antoine Schnepf, Karim Kassab, Jean-Yves Franceschi, Laurent Caraffa, Flavian Vasile, Jrmie Mary, Andrew I. Comport, Valrie Gouet-Brunet |
| 2023 | CBMI | Re-ranking Image Retrieval in Challenging Geographical Iconographic Heritage Collections. | Emile Blettery, Valrie Gouet-Brunet |
| 2022 | CVPR | Cross-dataset Learning for Generalizable Land Use Scene Classification. | Dimitri Gominski, Valrie Gouet-Brunet, Liming Chen |
| 2021 | SAC | Learning embeddings for cross-time geographic areas represented as graphs. | Margarita Khokhlova, Nathalie Abadie, Valrie Gouet-Brunet, Liming Chen |
| 2020 | ICIP | Cross-Year Multi-Modal Image Retrieval Using Siamese Networks. | Margarita Khokhlova, Valrie Gouet-Brunet, Nathalie Abadie, Liming Chen |
| 2019 | BMVC | Perspective-n-Learned-Point: Pose Estimation from Relative Depth. | Nathan Piasco, Dsir Sidib, Cdric Demonceaux, Valrie Gouet-Brunet |
| 2019 | ICIP | Geometric Camera Pose Refinement with Learned Depth Maps. | Nathan Piasco, Dsir Sidib, Cdric Demonceaux, Valrie Gouet-Brunet |
| 2019 | ICRA | Learning Scene Geometry for Visual Localization in Challenging Conditions. | Nathan Piasco, Dsir Sidib, Valrie Gouet-Brunet, Cdric Demonceaux |
| 2018 | CBMI | Semantic Signatures for Urban Visual Localization. | Li Weng, Bahman Soheilian, Valrie Gouet-Brunet |
| 2018 | IGARSS | Forest Stand Extraction: Which Optimal Remote Sensing Data Source(S)? | Clment Dechesne, Clment Mallet, Arnaud Le Bris, Valrie Gouet-Brunet |
| 2017 | IGARSS | How to combine lidar and very high resolution multispectral images for forest stand segmentation? | Clment Dechesne, Clment Mallet, Arnaud Le Bris, Valrie Gouet-Brunet |
| 2017 | MMM | Adaptive and Optimal Combination of Local Features for Image Retrieval. | Neelanjan Bhowmik, Valrie Gouet-Brunet, Lijun Wei, Gabriel Bloch |
| 2015 | ICPRAM | Detection of Ruptures in Spatial Relationships in Video Sequences. | Abdalbassir Abou-Elailah, Valrie Gouet-Brunet, Isabelle Bloch |
| 2015 | ICPRAM | Detection of Abrupt Changes in Spatial Relationships in Video Sequences. | Abdalbassir Abou-Elailah, Valrie Gouet-Brunet, Isabelle Bloch |
| 2014 | ECCV | Augmenting Vehicle Localization Accuracy with Cameras and 3D Road Infrastructure Database. | Lijun Wei, Bahman Soheilian, Valrie Gouet-Brunet |
| 2014 | ICIP | Efficient fusion of multidimensional descriptors for image retrieval. | Neelanjan Bhowmik, V. Ricardo Gonzalez, Valrie Gouet-Brunet, Hlio Pedrini, Gabriel Bloch |
| 2011 | CAIP | A Cartography of Spatial Relationships in a Symbolic Image Database. | Nguyen Vu Hong, Valrie Gouet-Brunet, Marta Rukoz |
| 2010 | CBMI | A fast algorithm for music search by similarity in large databases based on modified Symetrized Kullback Leibler Divergence. | Christophe Charbuillet, Geoffroy Peeters, Stanislav Barton, Valrie Gouet-Brunet |
| 2009 | MMM | Approximate Retrieval with HiPeR: Application to VA-Hierarchies. | Nouha Bouteldja, Valrie Gouet-Brunet, Michel Scholl |
| 2008 | ICDE | HiPeR : Hierarchical progressive exact retrieval in multi dimensional spaces. | Nouha Bouteldja, Valrie Gouet-Brunet, Michel Scholl |
| 2008 | SISAP | HiPeR: Hierarchical Progressive Exact Retrieval in Multidimensional Spaces. | Nouha Bouteldja, Valrie Gouet-Brunet, Michel Scholl |
| 2006 | ICPR | Local Behaviours Labelling for Content Based Video Copy Detection. | Julien Law-To, Valrie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa |