Bursuc, Andrei

32 publications

ICCV 2025 DIP: Unsupervised Dense In-Context Post-Training of Visual Representations Sophia Sirko-Galouchenko, Spyros Gidaris, Antonin Vobecky, Andrei Bursuc, Nicolas Thome

ICCV 2025 FLOSS: Free Lunch in Open-Vocabulary Semantic Segmentation Yasser Benigmim, Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Raoul de Charette

TMLR 2025 IPA: An Information-Reconstructive Input Projection Framework for Efficient Foundation Model Adaptation Yuan Yin, Shashanka Venkataramanan, Tuan-Hung Vu, Andrei Bursuc, Matthieu Cord

TMLR 2025 Test-Time Contrastive Concepts for Open-World Semantic Segmentation with Vision-Language Models Monika Wysoczańska, Antonin Vobecky, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni

CVPR 2024 A Simple Recipe for Language-Guided Domain Generalized Segmentation Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette

ECCV 2024 CLIP-DINOiser: Teaching CLIP a Few DINO Tricks for Open-Vocabulary Semantic Segmentation Monika Wysoczańska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzciński, Patrick Pérez

WACV 2024 Learning to Generate Training Datasets for Robust Semantic Segmentation Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi

TMLR 2024 MOCA: Self-Supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Perez

CVPR 2024 Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-Trained Models Gianni Franchi, Olivier Laurent, Maxence Leguery, Andrei Bursuc, Andrea Pilzer, Angela Yao

NeurIPS 2024 No Train, All Gain: Self-Supervised Gradients Improve Deep Frozen Representations Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano

CVPRW 2024 OccFeat: Self-Supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonín Vobecký, Patrick Pérez, Renaud Marlet

ECCVW 2024 The BRAVO Semantic Segmentation Challenge Results in UNCV2024 Tuan-Hung Vu, Eduardo Valle, Andrei Bursuc, Tommie Kerssies, Daan de Geus, Gijs Dubbelman, Long Qian, Bingke Zhu, Yingying Chen, Ming Tang, Jinqiao Wang, Tomás Vojír, Jan Sochman, Jirí Matas, Michael Smith, Frank P. Ferrie, Shamik Basu, Christos Sakaridis, Luc Van Gool

CVPR 2024 Three Pillars Improving Vision Foundation Model Distillation for LiDAR Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet

ECCVW 2024 Valeo4Cast: A Modular Approach to End-to-End Forecasting 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

ICCV 2023 PODA: Prompt-Driven Zero-Shot Domain Adaptation Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette

NeurIPS 2023 POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images Antonin Vobecky, Oriane Siméoni, David Hurych, Spyridon Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic

ICLR 2023 Packed Ensembles for Efficient Uncertainty Estimation Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-marc Martinez, Andrei Bursuc, Gianni Franchi

CVPR 2023 RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet

ICCVW 2023 The Robust Semantic Segmentation UNCV2023 Challenge Results Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo, Hanlin Tian, Kenta Matsui, Tianhao Wang, Fahmy Adan, Zhitong Gao, Xuming He, Quentin Bouniot, Hossein Moghaddam, Shyam Nandan Rai, Fabio Cermelli, Carlo Masone, Andrea Pilzer, Elisa Ricci, Andrei Bursuc, Arno Solin, Martin Trapp, Rui Li, Angela Yao, Wenlong Chen, Ivor Simpson, Neill D. F. Campbell, Gianni Franchi

ECCV 2022 Active Learning Strategies for Weakly-Supervised Object Detection Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce

ECCV 2022 Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation Antonin Vobecky, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic

CVPR 2022 Image-to-LiDAR Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet

NeurIPSW 2022 Instance-Aware Observer Network for Out-of-Distribution Object Segmentation Victor Besnier, Andrei Bursuc, Alexandre Briot, David Picard

CoRL 2022 LaRa: Latents and Rays for Multi-Camera Bird’s-Eye-View Semantic Segmentation Florent Bartoccioni, Eloi Zablocki, Andrei Bursuc, Patrick Perez, Matthieu Cord, Karteek Alahari

ECCV 2022 Latent Discriminant Deterministic Uncertainty Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, David Filliat

AAAI 2022 Solving Disjunctive Temporal Networks with Uncertainty Under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks Kevin Osanlou, Jeremy Frank, Andrei Bursuc, Tristan Cazenave, Eric Jacopin, Christophe Guettier, J. Benton

ECCV 2022 What to Hide from Your Students: Attention-Guided Masked Image Modeling Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis

CVPR 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Perez

ICCV 2021 Triggering Failures: Out-of-Distribution Detection by Learning from Local Adversarial Attacks in Semantic Segmentation Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot

CoRL 2020 PLOP: Probabilistic Polynomial Objects Trajectory Prediction for Autonomous Driving Thibault Buhet, Emilie Wirbel, Andrei Bursuc, Xavier Perrotton

ECCV 2020 TRADI: Tracking Deep Neural Network Weight Distributions Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch

ICCVW 2013 A Smartphone-Based Obstacle Detection and Classification System for Assisting Visually Impaired People Ruxandra Tapu, Bogdan Mocanu, Andrei Bursuc, Titus Zaharia