Andrei Bursuc

Most-cited papers

Boosting Few-Shot Visual Learning With Self-Supervision
Spyros Gidaris, Andrei Bursuc, N. Komodakis, P. Pérez +1 more
2019IEEE International Conference on Computer Vision458 citations Open access
Semantic Scholar
Localizing Objects with Self-supervised Transformers and no Labels
Oriane Siméoni, G. Puy, Huy V. Vo, Simon Roburin +5 more
2021British Machine Vision Conference299 citations
Semantic Scholar
Dense Classification and Implanting for Few-Shot Learning
Yann Lifchitz, Yannis Avrithis, S. Picard, Andrei Bursuc
2019Computer Vision and Pattern Recognition207 citations Open access
Semantic Scholar
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
Corentin Sautier, G. Puy, Spyros Gidaris, Alexandre Boulch +2 more
2022Computer Vision and Pattern Recognition184 citations Open access
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What to Hide from Your Students: Attention-Guided Masked Image Modeling
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis +3 more
2022European Conference on Computer Vision181 citations Open access
Semantic Scholar
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving
A. Ando, Spyros Gidaris, Andrei Bursuc, G. Puy +2 more
2023Computer Vision and Pattern Recognition164 citations Open access
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Learning Representations by Predicting Bags of Visual Words
Spyros Gidaris, Andrei Bursuc, N. Komodakis, P. P'erez +1 more
2020Computer Vision and Pattern Recognition132 citations Open access
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CLIP-DINOiser: Teaching CLIP a few DINO tricks
M. Wysoczańska, Oriane Siméoni, Michael Ramamonjisoa, Andrei Bursuc +2 more
2023European Conference on Computer Vision122 citations
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This Dataset Does Not Exist: Training Models from Generated Images
Victor Besnier, Himalaya Jain, Andrei Bursuc, M. Cord +1 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing102 citations
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PØDA: Prompt-driven Zero-shot Domain Adaptation
Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez +1 more
2022IEEE International Conference on Computer Vision94 citations
Semantic Scholar
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning
Spyros Gidaris, Andrei Bursuc, G. Puy, N. Komodakis +2 more
2020Computer Vision and Pattern Recognition88 citations
Semantic Scholar
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images
Antonín Vobecký, Oriane Siméoni, David Hurych, Spyros Gidaris +3 more
2024Neural Information Processing Systems69 citations
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Driving on Registers
Ellington Kirby, A. Boulch, Yi-Hong Xu, Yuan Yin +10 more
2026arXiv.org59 citations
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Three Pillars Improving Vision Foundation Model Distillation for Lidar
Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni +4 more
2023Computer Vision and Pattern Recognition48 citations Open access
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LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation
Florent Bartoccioni, 'Eloi Zablocki, Andrei Bursuc, Patrick Pérez +2 more
2022Conference on Robot Learning46 citations Open access
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A Simple Recipe for Language-Guided Domain Generalized Segmentation
Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick P'erez +1 more
2023Computer Vision and Pattern Recognition45 citations Open access
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VaViM and VaVAM: Autonomous Driving through Video Generative Modeling
Florent Bartoccioni, Elias Ramzi, Victor Besnier, S. Venkataramanan +13 more
2025arXiv.org37 citations
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Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation
Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris +3 more
2022European Conference on Computer Vision30 citations Open access
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Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
S. Venkataramanan, Valentinos Pariza, Mohammadreza Salehi, Lukas Knobel +4 more
2025arXiv.org29 citations
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Active Learning Strategies for Weakly-supervised Object Detection
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc +2 more
2022European Conference on Computer Vision29 citations Open access
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OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks
Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc +3 more
20242024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)25 citations Open access
Semantic Scholar
Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning
Spyros Gidaris, Andrei Bursuc, G. Puy, N. Komodakis +2 more
2020arXiv.org23 citations
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Spherical perspective on learning with normalization layers
Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, R. Marlet +2 more
2020Neurocomputing14 citations Open access
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MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments
Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký +3 more
2023Trans. Mach. Learn. Res.12 citations Open access
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Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation
Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris +3 more
2025International Journal of Computer Vision10 citations Open access
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A spherical analysis of Adam with Batch Normalization
Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, R. Marlet +2 more
202010 citations
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FLOSS: Free Lunch in Open-Vocabulary Semantic Segmentation
Yasser Benigmim, Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc +1 more
2025IEEE International Conference on Computer Vision6 citations Open access
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No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano
2024arXiv.org6 citations
Semantic Scholar
The BRAVO Semantic Segmentation Challenge Results in UNCV2024
Tuan-Hung Vu, Eduardo Valle, Andrei Bursuc, Tommie Kerssies +15 more
2024ECCV Workshops6 citations
Semantic Scholar
Valeo4Cast: A Modular Approach to End-to-End Forecasting
Yi-Hong Xu, É. Zablocki, Alexandre Boulch, Gilles Puy +10 more
2024ECCV Workshops6 citations
Semantic Scholar
DIP: Unsupervised Dense In-Context Post-Training of Visual Representations
Sophia Sirko-Galouchenko, Spyros Gidaris, Antonín Vobecký, Andrei Bursuc +1 more
2025IEEE International Conference on Computer Vision4 citations Open access
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Spherical Perspective on Learning with Batch Norm
Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, R. Marlet +2 more
2020arXiv.org4 citations
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Multiple Choice Learning of Low Rank Adapters for Language Modeling
Victor Letzelter, Hugo Malard, Mathieu Fontaine, G. Richard +3 more
2025arXiv.org2 citations
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Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models
M. Wysoczańska, Antonín Vobecký, Amaia Cardiel, Tomasz Trzcinski +3 more
2024Trans. Mach. Learn. Res.2 citations
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NewtPhys: Do Foundation Models Understand Newtonian Physics?
Sebastian Cavada, Soumava Paul, Tuan-Hung Vu, Andrei Bursuc +1 more
2026arXiv.org1 citations
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3D sans 3D Scans: Scalable Pre-training from Video-Generated Point Clouds
Ryousuke Yamada, K. Ide, Yoshihiro Fukuhara, Hirokatsu Kataoka +3 more
2025arXiv.org1 citations
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CLIP’s Visual Embedding Projector is a Few-shot Cornucopia
Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez +1 more
2024IEEE Workshop/Winter Conference on Applications of Computer Vision1 citations
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No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
Yuki M. Asano, Andrei Bursuc, Spyros Gidaris, Walter Simoncini
2024Advances in Neural Information Processing Systems 371 citations Open access
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Domain Adaptation with a Single Vision-Language Embedding
Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez +1 more
2024International Journal of Computer Vision1 citations Open access
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How Far Can 5,500 Hours of Driving Take You? A Scaling Law Analysis of Video Diffusion Models
Victor Besnier, Anh-Quan Cao, Elias Ramzi, Spyros Gidaris +4 more
20260 citations
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Feasibility of a pilot randomized controlled trial on cranial remolding orthosis for severe deformational plagiocephaly
Pegah Amir-Yazdani, Rasha Alhaeik, M. Gimeno, K. Fontaine +3 more
2026Canadian Prosthetics & Orthotics Journal0 citations Open access
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Spot-the-shift: Evaluating Grounded Image Difference Captioning of Long-term Changes
Benedetta Liberatori, Nermin Samet, Paolo Rota, Matthieu Cord +3 more
20260 citations
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BIGFix: Bidirectional Image Generation with Token Fixing
Victor Besnier, David Hurych, Andrei Bursuc, Eduardo Valle
2025arXiv.org0 citations
Semantic Scholar
IPA: An Information-Reconstructive Input Projection Framework for Efficient Foundation Model Adaptation
Yuan Yin, S. Venkataramanan, Tuan-Hung Vu, Andrei Bursuc +1 more
2025Trans. Mach. Learn. Res.0 citations
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No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
Walter Simoncini, Andrei Bursuc, Spyridon Gidaris, Yuki M. Asano
2024Neural Information Processing Systems0 citations
Semantic Scholar
Using ultrasonography to improve fluoroscopic needle navigation in PM&R residents and medical students; a Randomised study
Andrei Bursuc, I. Denis, Christopher Mares, J. Michaud +1 more
2022Interventional Pain Medicine0 citations Open access
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End-to-End Driving through Generative Video Pretraining
Florent Bartoccioni, Elias Ramzi, Victor Besnier, S. Venkataramanan +13 more
0 citations
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