Andrei Bursuc

According to our database, Andrei Bursuc authored at least 64 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification.

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Learning to generate training datasets for robust semantic segmentation.

Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models.

Gianni Franchi, Olivier Laurent, Maxence Leguéry, Andrei Bursuc, Andrea Pilzer, Angela Yao

CoRR, 2023

CLIP-DINOiser: Teaching CLIP a few DINO tricks.

Monika Wysoczanska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzcinski, Patrick Pérez

CoRR, 2023

A Simple Recipe for Language-guided Domain Generalized Segmentation.

Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette

CoRR, 2023

Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving.

Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet

CoRR, 2023

Improving CLIP Robustness with Knowledge Distillation and Self-Training.

Clement Laroudie, Andrei Bursuc, Mai Lan Ha, Gianni Franchi

CoRR, 2023

MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments.

Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez

CoRR, 2023

UnShadowNet: Illumination Critic Guided Contrastive Learning for Shadow Removal.

Subhrajyoti Dasgupta, Arindam Das, Senthil Kumar Yogamani, Sudip Das, Ciarán Eising, Andrei Bursuc, Ujjwal Bhattacharya

IEEE Access, 2023

POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images.

Antonín Vobecký, Oriane Siméoni, David Hurych, Spyridon Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Packed Ensembles for efficient uncertainty estimation.

Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi

Proceedings of the Eleventh International Conference on Learning Representations, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PØDA: Prompt-driven Zero-shot Domain Adaptation.

Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving.

Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Spherical perspective on learning with normalization layers.

Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, Renaud Marlet, Patrick Pérez, Mathieu Aubry

Neurocomputing, 2022

Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation.

Timo Sämann, Ahmed Mostafa Hammam, Andrei Bursuc, Christoph Stiller, Horst-Michael Groß

CoRR, 2022

Instance-Aware Observer Network for Out-of-Distribution Object Segmentation.

Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot

CoRR, 2022

UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal.

Subhrajyoti Dasgupta, Arindam Das, Sudip Das, Andrei Bursuc, Ujjwal Bhattacharya, Senthil Kumar Yogamani

CoRR, 2022

MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks.

Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat

CoRR, 2022

One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification.

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch

IEEE Access, 2022

Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation.

Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic

Proceedings of the Computer Vision - ECCV 2022, 2022

Active Learning Strategies for Weakly-Supervised Object Detection.

Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce

Proceedings of the Computer Vision - ECCV 2022, 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

Proceedings of the Computer Vision - ECCV 2022, 2022

Latent Discriminant Deterministic Uncertainty.

Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, David Filliat

Proceedings of the Computer Vision - ECCV 2022, 2022

Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data.

Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation.

Florent Bartoccioni, Eloi Zablocki, Andrei Bursuc, Patrick Pérez, Matthieu Cord, Karteek Alahari

Proceedings of the Conference on Robot Learning, 2022

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks.

Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Ángel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat

Proceedings of the 33rd British Machine Vision Conference 2022, 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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Learning-based Preference Prediction for Constrained Multi-Criteria Path-Planning.

Kevin Osanlou, Christophe Guettier, Andrei Bursuc, Tristan Cazenave, Eric Jacopin

CoRR, 2021

Time-based Dynamic Controllability of Disjunctive Temporal Networks with Uncertainty: A Tree Search Approach with Graph Neural Network Guidance.

Kevin Osanlou, Jeremy Frank, J. Benton, Andrei Bursuc, Christophe Guettier, Eric Jacopin, Tristan Cazenave

CoRR, 2021

Constrained Shortest Path Search with Graph Convolutional Neural Networks.

Kevin Osanlou, Christophe Guettier, Andrei Bursuc, Tristan Cazenave, Eric Jacopin

CoRR, 2021

Reliable Semantic Segmentation with Superpixel-Mix.

Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao

CoRR, 2021

StyleLess layer: Improving robustness for real-world driving.

Julien Rebut, Andrei Bursuc, Patrick Pérez

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation.

Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning.

Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Pérez

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Localizing Objects with Self-supervised Transformers and no Labels.

Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Robust Semantic Segmentation with Superpixel-Mix.

Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning.

Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Pérez

CoRR, 2020

Spherical Perspective on Learning with Batch Norm.

Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, Renaud Marlet, Patrick Pérez, Mathieu Aubry

CoRR, 2020

One Versus all for deep Neural Network Incertitude (OVNNI) quantification.

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch

CoRR, 2020

Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems.

Isabelle Leang, Ganesh Sistu, Fabian Bürger, Andrei Bursuc, Senthil Kumar Yogamani

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

This Dataset Does Not Exist: Training Models from Generated Images.

Victor Besnier, Himalaya Jain, Andrei Bursuc, Matthieu Cord, Patrick Pérez

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

TRADI: Tracking Deep Neural Network Weight Distributions.

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Representations by Predicting Bags of Visual Words.

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PLOP: Probabilistic Polynomial Objects trajectory Prediction for autonomous driving.

Thibault Buhet, Émilie Wirbel, Andrei Bursuc, Xavier Perrotton

Proceedings of the 4th Conference on Robot Learning, 2020

2019

Understanding and Improving Kernel Local Descriptors.

Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum

Int. J. Comput. Vis., 2019

Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search.

Kevin Osanlou, Andrei Bursuc, Christophe Guettier, Tristan Cazenave, Eric Jacopin

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Boosting Few-Shot Visual Learning With Self-Supervision.

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Dense Classification and Implanting for Few-Shot Learning.

Yann Lifchitz, Yannis Avrithis, Sylvaine Picard, Andrei Bursuc

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2015

Rotation and translation covariant match kernels for image retrieval.

Giorgos Tolias, Andrei Bursuc, Teddy Furon, Hervé Jégou

Comput. Vis. Image Underst., 2015

Kernel Local Descriptors with Implicit Rotation Matching.

Andrei Bursuc, Giorgos Tolias, Hervé Jégou

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

2013

ARTEMIS at TRECVID 2013: Instance Search Task.

Andrei Bursuc, Titus B. Zaharia

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Multi-modal query expansion for video object instances retrieval.

Andrei Bursuc, Titus B. Zaharia

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

ARTEMIS @ MediaEval 2013: A Content-Based Image Clustering Method for Public Image Repositories.

Andrei Bursuc, Titus B. Zaharia

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

A Smartphone-Based Obstacle Detection and Classification System for Assisting Visually Impaired People.

Ruxandra Tapu, Bogdan Mocanu, Andrei Bursuc, Titus B. Zaharia

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

2012

Indexation et recherche de contenus par objet visuel. (Object-based visual content indexing and retrieval).

Andrei Bursuc

PhD thesis, 2012

ARTEMIS.Ubimedia at TRECVID 2012: Instance Search Task.

Andrei Bursuc, Titus B. Zaharia, Olivier Martinot, Françoise J. Prêteux

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

OVIDIUS: A Web Platform for Video Browsing and Search.

Andrei Bursuc, Titus B. Zaharia, Françoise J. Prêteux

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Retrieval of Multiple Instances of Objects in Videos.

Andrei Bursuc, Titus B. Zaharia, Françoise J. Prêteux

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Dynamic detection of visual entities.

Andrei Bursuc, Titus B. Zaharia, Françoise J. Prêteux

Proceedings of the 20th European Signal Processing Conference, 2012

2011

ARTEMIS-UBIMEDIA at TRECVid 2011 : instance search.

Andrei Bursuc, Titus B. Zaharia, Olivier Martinot

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Detection of Multiple Instances of Video Objects.

Andrei Bursuc, Titus B. Zaharia, Françoise J. Prêteux

Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011

2010

Mobile video browsing and retrieval with the OVIDIUS platform.

Andrei Bursuc, Titus B. Zaharia, Françoise J. Prêteux

Proceedings of the 18th International Conference on Multimedia 2010, 2010

OVIDIUS: An on-line video retrieval platform for multi-terminal access.

Andrei Bursuc, Titus B. Zaharia, Bertrand Delezoide, Françoise J. Prêteux

Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010