Deep Representation Learning for Domain Adaptation of Semantic Image Segmentation. - Assia Benbihi; Matthieu Geist; Cédric Pradalier (CoRR, 2018)

ELF: Embedded Localisation of Features in Pre-Trained CNN. - Assia Benbihi; Matthieu Geist; Cédric Pradalier (ICCV, 2019)

Semi-supervised Domain Adaptation with Representation Learning for Semantic Segmentation Across Time. - Assia Benbihi; Matthieu Geist; Cédric Pradalier (ICONIP (5), 2019)

Learning Sensor Placement from Demonstration for UAV networks. - Assia Benbihi; Matthieu Geist; Cédric Pradalier (ISCC, 2019)

Semantic Nearest Neighbor Fields Monocular Edge Visual-Odometry. - Xiaolong Wu; Assia Benbihi; Antoine Richard; Cédric Pradalier (CoRR, 2019)

Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge Description. - Assia Benbihi; Matthieu Geist; Cédric Pradalier (CoRR, 2019)

Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge Description. - Assia Benbihi; Stéphanie Arravechia; Matthieu Geist; Cédric Pradalier (ICRA, 2020)

Robust Visual Features for Long-Term Monitoring. (Points d'intérêts invariants pour la surveillance d'environnements extérieurs à long terme). - Assia Benbihi (2020)

Object-Guided Day-Night Visual localization in Urban Scenes. - Assia Benbihi; Cédric Pradalier; Ondrej Chum (ICPR, 2022)

Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers. - Aishwarya Venkataramanan; Assia Benbihi; Martin Laviale; Cédric Pradalier (ICCV (Workshops), 2023)

Self-Supervised Gaussian Regularization of Deep Classifiers for Mahalanobis-Distance-Based Uncertainty Estimation. - Aishwarya Venkataramanan; Assia Benbihi; Martin Laviale; Cédric Pradalier (CoRR, 2023)

Differentiable Product Quantization for Memory Efficient Camera Relocalization. - Zakaria Laskar; Iaroslav Melekhov; Assia Benbihi; Shuzhe Wang; Juho Kannala (ECCV (85), 2024)

Obfuscation Based Privacy Preserving Representations Are Recoverable Using Neighborhood Information. - Kunal Chelani; Assia Benbihi; Fredrik Kahl; Torsten Sattler; Zuzana Kukelova (3DV, 2025)

Comparative Evaluation of 3D Reconstruction Methods for Object Pose Estimation. - Varun Burde; Assia Benbihi; Pavel Burget; Torsten Sattler (WACV, 2025)

EdgeGaussians - 3D Edge Mapping via Gaussian Splatting. - Kunal Chelani; Assia Benbihi; Torsten Sattler; Fredrik Kahl (WACV, 2025)

AttriVision: Advancing Generalization in Pedestrian Attribute Recognition using CLIP. - Mehran Adibi Sedeh; Assia Benbihi; Romain Martin; Marianne Clausel; Cédric Pradalier (WACV (Workshops), 2025)

Is there anything left? Measuring semantic residuals of objects removed from 3D Gaussian Splatting. - Simona Kocour; Assia Benbihi; Aikaterini Adam; Torsten Sattler (CoRR, 2025)

Remove360: Benchmarking Residuals After Object Removal in 3D Gaussian Splatting. - Simona Kocour; Assia Benbihi; Torsten Sattler (CoRR, 2025)