Oriane Siméoni

42 papers A* 7A 3B 1Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revisiting [CLS] and Patch Token Interaction in Vision Transformers.
CoRR
Alexis Marouani, Oriane Siméoni, Hervé Jégou, Piotr Bojanowski, Huy V. Vo
2025 A* conf
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment.
CVPR
Cijo Jose, Théo Moutakanni, Dahyun Kang, Federico Baldassarre, Timothée Darcet, Hu Xu, Daniel Li, Marc Szafraniec, Michaël Ramamonjisoa, Maxime Oquab, Oriane Siméoni, Huy V. Vo, Patrick Labatut, Piotr Bojanowski
2025 J jnl
DINOv3.
CoRR
Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalidov, Marc Szafraniec, Seung Eun Yi, Michaël Ramamonjisoa, Francisco Massa, Daniel Haziza, Luca Wehrstedt, Jianyuan Wang, Timothée Darcet, Théo Moutakanni, Leonel Sentana, Claire Roberts, Andrea Vedaldi, Jamie Tolan, John Brandt, Camille Couprie, Julien Mairal, Hervé Jégou, Patrick Labatut, Piotr Bojanowski
2025 A* conf
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension.
ICLR
Amaia Cardiel, Eloi Zablocki, Elias Ramzi, Oriane Siméoni, Matthieu Cord
2025 J jnl
Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models.
Trans. Mach. Learn. Res.
Monika Wysoczanska, Antonín Vobecký, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni
2025 J jnl
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey.
Int. J. Comput. Vis.
Oriane Siméoni, Éloi Zablocki, Spyros Gidaris, Gilles Puy, Patrick Pérez
2025 J jnl
Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation.
Int. J. Comput. Vis.
Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
2024 J jnl
A Study of Test-time Contrastive Concepts for Open-world, Open-vocabulary Semantic Segmentation.
CoRR
Monika Wysoczanska, Antonín Vobecký, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni
2024 — conf
CLIP-DINOiser: Teaching CLIP a Few DINO Tricks for Open-Vocabulary Semantic Segmentation.
ECCV (61)
Monika Wysoczanska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzcinski, Patrick Pérez
2024 A conf
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free.
WACV
Monika Wysoczanska, Michaël Ramamonjisoa, Tomasz Trzcinski, Oriane Siméoni
2024 J jnl
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment.
CoRR
Cijo Jose, Théo Moutakanni, Dahyun Kang, Federico Baldassarre, Timothée Darcet, Hu Xu, Daniel Li, Marc Szafraniec, Michaël Ramamonjisoa, Maxime Oquab, Oriane Siméoni, Huy V. Vo, Patrick Labatut, Piotr Bojanowski
2024 J jnl
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Foundation Models.
CoRR
Amaia Cardiel, Eloi Zablocki, Oriane Siméoni, Elias Ramzi, Matthieu Cord
2024 J jnl
MILAN: Milli-Annotations for Lidar Semantic Segmentation.
CoRR
Nermin Samet, Gilles Puy, Oriane Siméoni, Renaud Marlet
2024 J jnl
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments.
Trans. Mach. Learn. Res.
Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez
2024 J jnl
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images.
CoRR
Antonín Vobecký, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
2024 A* conf
Three Pillars Improving Vision Foundation Model Distillation for Lidar.
CVPR
Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
2024 — conf
Valeo4Cast: A Modular Approach to End-to-End Forecasting.
ECCV Workshops (7)
Yihong Xu, Éloi Zablocki, Alexandre Boulch, Gilles Puy, Mickaël Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord
2024 J jnl
Valeo4Cast: A Modular Approach to End-to-End Forecasting.
CoRR
Yihong Xu, Éloi Zablocki, Alexandre Boulch, Gilles Puy, Mickaël Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord
2023 J jnl
CLIP-DINOiser: Teaching CLIP a few DINO tricks.
CoRR
Monika Wysoczanska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzcinski, Patrick Pérez
2023 J jnl
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free.
CoRR
Monika Wysoczanska, Michaël Ramamonjisoa, Tomasz Trzcinski, Oriane Siméoni
2023 J jnl
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments.
CoRR
Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez
2023 A* conf
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images.
NeurIPS
Antonín Vobecký, Oriane Siméoni, David Hurych, Spyridon Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
2023 J jnl
Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving.
CoRR
Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
2023 J jnl
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey.
CoRR
Oriane Siméoni, Éloi Zablocki, Spyros Gidaris, Gilles Puy, Patrick Pérez
2023 A* conf
Unsupervised Object Localization: Observing the Background to Discover Objects.
CVPR
Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonín Vobecký, Éloi Zablocki, Patrick Pérez
2023 A* conf
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation.
ICCV
Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet, Vincent Lepetit
2023 J jnl
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation.
CoRR
Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet, Vincent Lepetit
2022 — conf
Active Learning Strategies for Weakly-Supervised Object Detection.
ECCV (30)
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce
2022 J jnl
Active Learning Strategies for Weakly-supervised Object Detection.
CoRR
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce
2022 — conf
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation.
ECCV (38)
Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
2022 J jnl
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation.
CoRR
Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
2022 J jnl
Unsupervised Object Localization: Observing the Background to Discover Objects.
CoRR
Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonín Vobecký, Éloi Zablocki, Patrick Pérez
2021 J jnl
Localizing Objects with Self-Supervised Transformers and no Labels.
CoRR
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce
2021 A conf
Localizing Objects with Self-supervised Transformers and no Labels.
BMVC
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce
2020 B conf
Rethinking deep active learning: Using unlabeled data at model training.
ICPR
Oriane Siméoni, Mateusz Budnik, Yannis Avrithis, Guillaume Gravier
2020 — —
Robust image representation for classification, retrieval and object discovery. (Représentation robuste d'images pour les tâches de classification d'images, de recherche d'images et de découverte d'objets dans une image).
Oriane Siméoni
2019 J jnl
Graph-based particular object discovery.
Mach. Vis. Appl.
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
2019 A* conf
Local Features and Visual Words Emerge in Activations.
CVPR
Oriane Siméoni, Yannis Avrithis, Ondrej Chum
2019 J jnl
Local Features and Visual Words Emerge in Activations.
CoRR
Oriane Siméoni, Yannis Avrithis, Ondrej Chum
2019 J jnl
Rethinking deep active learning: Using unlabeled data at model training.
CoRR
Oriane Siméoni, Mateusz Budnik, Yannis Avrithis, Guillaume Gravier
2018 A conf
Unsupervised Object Discovery for Instance Recognition.
WACV
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
2017 J jnl
Unsupervised deep object discovery for instance recognition.
CoRR
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum