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Books and Theses
- 2020
[b1]Oriane Siméoni:
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). University of Rennes 1, France, 2020
Journal Articles
- 2024
- [j2]Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez:
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments. Trans. Mach. Learn. Res. 2024 (2024) - 2019
- [j1]Oriane Siméoni, Ahmet Iscen
, Giorgos Tolias, Yannis Avrithis, Ondrej Chum:
Graph-based particular object discovery. Mach. Vis. Appl. 30(2): 243-254 (2019)
Conference and Workshop Papers
- 2024
- [c11]Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet:
Three Pillars Improving Vision Foundation Model Distillation for Lidar. CVPR 2024: 21519-21529 - [c10]Monika Wysoczanska, Michaël Ramamonjisoa, Tomasz Trzcinski, Oriane Siméoni:
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free. WACV 2024: 1392-1402 - 2023
- [c9]Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonín Vobecký, Éloi Zablocki, Patrick Pérez:
Unsupervised Object Localization: Observing the Background to Discover Objects. CVPR 2023: 3176-3186 - [c8]Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet, Vincent Lepetit:
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation. ICCV 2023: 18399-18411 - [c7]Antonín Vobecký, Oriane Siméoni, David Hurych, Spyridon Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic:
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images. NeurIPS 2023 - 2022
- [c6]Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce:
Active Learning Strategies for Weakly-Supervised Object Detection. ECCV (30) 2022: 211-230 - [c5]Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic:
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation. ECCV (38) 2022: 478-495 - 2021
- [c4]Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce:
Localizing Objects with Self-supervised Transformers and no Labels. BMVC 2021: 310 - 2020
- [c3]Oriane Siméoni, Mateusz Budnik, Yannis Avrithis, Guillaume Gravier:
Rethinking deep active learning: Using unlabeled data at model training. ICPR 2020: 1220-1227 - 2019
- [c2]Oriane Siméoni, Yannis Avrithis, Ondrej Chum:
Local Features and Visual Words Emerge in Activations. CVPR 2019: 11651-11660 - 2018
- [c1]Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum:
Unsupervised Object Discovery for Instance Recognition. WACV 2018: 1745-1754
Informal and Other Publications
- 2024
- [i18]Antonín Vobecký, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic:
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images. CoRR abs/2401.09413 (2024) - [i17]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:
Valeo4Cast: A Modular Approach to End-to-End Forecasting. CoRR abs/2406.08113 (2024) - [i16]Monika Wysoczanska, Antonín Vobecký, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni:
A Study of Test-time Contrastive Concepts for Open-world, Open-vocabulary Semantic Segmentation. CoRR abs/2407.05061 (2024) - [i15]Nermin Samet, Gilles Puy, Oriane Siméoni, Renaud Marlet:
MILAN: Milli-Annotations for Lidar Semantic Segmentation. CoRR abs/2407.15797 (2024) - [i14]Amaia Cardiel, Eloi Zablocki, Oriane Siméoni, Elias Ramzi, Matthieu Cord:
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Foundation Models. CoRR abs/2409.11919 (2024) - 2023
- [i13]Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet, Vincent Lepetit:
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation. CoRR abs/2304.11762 (2023) - [i12]Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez:
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments. CoRR abs/2307.09361 (2023) - [i11]Monika Wysoczanska, Michaël Ramamonjisoa, Tomasz Trzcinski, Oriane Siméoni:
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free. CoRR abs/2309.14289 (2023) - [i10]Oriane Siméoni, Éloi Zablocki, Spyros Gidaris, Gilles Puy, Patrick Pérez:
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey. CoRR abs/2310.12904 (2023) - [i9]Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet:
Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving. CoRR abs/2310.17504 (2023) - [i8]Monika Wysoczanska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzcinski, Patrick Pérez:
CLIP-DINOiser: Teaching CLIP a few DINO tricks. CoRR abs/2312.12359 (2023) - 2022
- [i7]Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic:
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation. CoRR abs/2203.11160 (2022) - [i6]Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce:
Active Learning Strategies for Weakly-supervised Object Detection. CoRR abs/2207.12112 (2022) - [i5]Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonín Vobecký, Éloi Zablocki, Patrick Pérez:
Unsupervised Object Localization: Observing the Background to Discover Objects. CoRR abs/2212.07834 (2022) - 2021
- [i4]Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce:
Localizing Objects with Self-Supervised Transformers and no Labels. CoRR abs/2109.14279 (2021) - 2019
- [i3]Oriane Siméoni, Yannis Avrithis, Ondrej Chum:
Local Features and Visual Words Emerge in Activations. CoRR abs/1905.06358 (2019) - [i2]Oriane Siméoni, Mateusz Budnik, Yannis Avrithis, Guillaume Gravier:
Rethinking deep active learning: Using unlabeled data at model training. CoRR abs/1911.08177 (2019) - 2017
- [i1]Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum:
Unsupervised deep object discovery for instance recognition. CoRR abs/1709.04725 (2017)
Coauthor Index
aka: Spyridon Gidaris
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