I am a research scientist and deputy scientific director at valeo.ai and research associate at the Astra Inria project team working on perception for assisted and autonomous driving. I'm teaching the Deep Learning DIY course at Ecole Polytechnique with Marc Lelarge since 2019. Previously I was research scientist at Safran Tech and prior to that postdoctoral researcher at Inria Paris, within the Willow project team working with Josef Sivic and Ivan Laptev on video crowd analysis. I did a postdoc with Hervé Jégou at Inria Bretagne in 2014 working on kernelized visual descriptors for image retrieval and fine-grained classification within the FIRE-ID project. I have completed my PhD in 2012 at Mines ParisTech and Telecom Sudparis under the supervision of Françoise Prêteux and Titus Zaharia. During my PhD I worked on content-based video retrieval and on multimedia video navigation systems in a close cooperation with Alcatel-Lucent Bell Labs France. I am a former student of the Polytechnic University of Bucharest (BSc 2009).
My research interests concern computer vision and machine learning applied to all sorts of challenging tasks.
Oct 2024: Check out our technical report The BRAVO Semantic Segmentation Challenge Results in UNCV2024.
Sep 2024: Our paper No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations with Walter Simoncini, Spyros Gidaris, and Yuki M. Asano is accepted at NeurIPS 2024. Go 🍄!
Sep 2024: I will be serving as Area Chair at CVPR 2025.
Jul 2024: Our CLIP-DINOiser paper on improving CLIP open-vocabulary segmentation, led by Monika Wysoczańska is accepted for ECCV 2024.
Jul 2024: Our BRAVO challenge to benchmark semantic segmentation models on urban scenes is now up. Top solutions will be presented at the Uncertainty Quantification for Computer Vision workshop at ECCV 2024.
Jul 2024: We’re organizing the 3rd workshop on Weakly Supervised Computer Vision in Dakar, Senegal with fantastic speakers as part of the Deep Learning Indaba summer school.
Jun 2024: We are organizing the Brain over Brawn (BoB) Workshop on Label Efficient Learning Paradigms for Autonomy at Scale at IROS 2024
Jun 2024: Our valeo.ai team team wins the Argoverse 2 Unified Detection, Tracking and Forecasting challenge held at CVPR WAD 2024.
May 2024: Invited for a talk at the Foundation Models for Autonomous Systems workshop at CVPR 2024.
Apr 2024: We are organizing a tutorial at ECCV 2024 on A Bayesian Odyssey in Uncertainty: from Theoretical Foundations to Real-World Applications together with amazing colleagues: Gianni Franchi, Olivier Laurent, Alexander Immer, Pavel Izmailov. See you in Milan!
Apr 2024: We are organizing the third edition of the Workshop on Uncertainty Quantification for Computer Vision workshop at ECCV 2024
Mar 2024: I will be serving as Area Chair at ECCV 2024.
Feb 2024: 3 papers accepted to CVPR 2024: ScaLR led by Gilles Puy, FAMix led by Mohammad Fahes, and ABNN led by Gianni Franchi.
Jan 2024: I joined the ELLIS network.
Jan 2024: Paper on efficient Bayesian Neural Networks MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments with Spyros Gidaris, Oriane Siméoni, Nikos Komodakis, Matthieu Cord, Patrick Pérez accepted for TMLR.
Dec 2023: Top reviewer award at NeurIPS 2023.
Oct 2023: Paper on efficient Bayesian Neural Networks Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification with Gianni Franchi, Emanuel Aldea, Severine Dubuisson, and Isabelle Bloch accepted for TPAMI.
Oct 2023: Paper on Learning to Generate Training Datasets for Robust Semantic Segmentation with Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Angela Yao, and Gianni Franchi accepted for WACV 2024.
Sep 2023: Our paper POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images with Antonin Vobecky, David Hurych, Oriane Siméoni, Spyros Gidaris, Patrick Pérez and Josef Sivic is accepted at NeurIPS 2023.
Sep 2023: I will be serving as Area Chair at WACV 2024.
Jul 2023: Our paper PØDA on Prompt-driven Zero-shot Domain Adaptation with Mohammad Fahes, Tuan-Hung Vu, Patrick Pérez and Raoul de Charette is accepted at ICCV 2023.
Jun 2023: We’re organizing the 2nd workshop on Weakly Supervised Computer Vision in Accra, Ghana with amazing speakers as part of the Deep Learning Indaba summer school. A really exciting and unique event.
Jun 2023: We're organizing a tutorial at ICCV 2023 on The Many Faces of Reliability of Deep Learning for Real-World Deployment together with a fantastic line-up of researchers: Tuan-Hung Vu, Sharon Li, Dengxin Dai, Puneet Dokania, and Patrick Pérez. More info coming soon.
Jun 2023: Outstanding reviewer award at CVPR 2023.
Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano
NeurIPS, 2024
bibtex / code / project page
@inproceedings{simoncini2024fungi, title={No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations}, author={Walter Simoncini and Spyros Gidaris and Andrei Bursuc and Yuki M. Asano}, booktitle={NeurIPS}, year={2024} }
Monika Wysoczańska , Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzciński, Patrick Pérez
ECCV, 2024
bibtex / code / project page
@inproceedings{wysoczanska2024dinoiser, title={CLIP-DINOiser: Teaching CLIP a few DINO tricks}, author={Wysocza{\'n}ska, Monika and Sim{\'e}oni, Oriane and Ramamonjisoa, Micha{\"e}l and Bursuc, Andrei and Trzci{\'n}ski, Tomasz and P{\'e}rez, Patrick}, booktitle={ECCV}, year={2024} }
Tuan-Hung Vu, Eduardo Valle, Andrei Bursuc, Tommie Kerssies, Daan de Geus, Gijs Dubbelman, Long Qian, Bingke Zhu, Yingying Chen, Ming Tang, Jinqiao Wang, Tomáš Vojíř, Jan Šochman, Jiří Matas, Michael Smith, Frank Ferrie, Shamik Basu, Christos Sakaridis, Luc Van Gool
ECCV Workshops, 2024
bibtex / code / project page
@inproceedings{vu2024bravo, title={The BRAVO Semantic Segmentation Challenge Results in UNCV2024}, author={Vu, Tuan-Hung and Valle, Eduardo and Bursuc, Andrei and Kerssies, Tommie and de Geus, Daan and Dubbelman, Gijs and Qian, Long and Zhu, Bingke and Chen, Yingying and Tang, Ming and others}, booktitle={ECCV Workshops}, year={2024} }
Yihong Xu, Eloi Zablocki, Alexandre Boulch, Gilles Puy, Mickaël Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Corentin Sautier, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord
Winning solution to the "Unified Detection, Tracking and Forecasting" Argoverse 2 challenge @CVPR Worshop on Autonomous Driving (WAD), 2024
bibtex / project page
@inproceedings{xu2024valeo4cast, title={Valeo4Cast: A Modular Approach to End-to-End Forecasting}, author={Xu, Yihong and Zablocki, {\'E}loi and Boulch, Alexandre and Puy, Gilles and Chen, Mickael and Bartoccioni, Florent and Samet, Nermin and Sim{\'e}oni, Oriane and Gidaris, Spyros and Vu, Tuan-Hung and others}, booktitle={ECCV Workshops}, year={2024} }
Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
CVPR, 2024
bibtex / code / project page
@inproceedings{puy24scalr, title={Three Pillars improving Vision Foundation Model Distillation for Lidar}, author={Puy, Gilles and Gidaris, Spyros and Boulch, Alexandre and Sim\'eoni, Oriane and Sautier, Corentin and P\'erez, Patrick and Bursuc, Andrei and Marlet, Renaud}, booktitle={CVPR}, year={2024} }
Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
CVPR, 2024
bibtex / code / project page
@inproceedings{fahes2024simple, title={A Simple Recipe for Language-guided Domain Generalized Segmentation}, author={Fahes, Mohammad and Vu, Tuan-Hung and Bursuc, Andrei and P{\'e}rez, Patrick and de Charette, Raoul}, booktitle={CVPR}, year={2024} }
Gianni Franchi, Olivier Laurent, Maxence Leguéry, Andrei Bursuc, Andrea Pilzer, Angela Yao
CVPR, 2024
bibtex / project page
@inproceedings{franchi2024make, title={Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models}, author={Franchi, Gianni and Laurent, Olivier and Legu{\'e}ry, Maxence and Bursuc, Andrei and Pilzer, Andrea and Yao, Angela}, booktitle={CVPR}, year={2024} }
Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonin Vobecky, Patrick Pérez, Renaud Marlet
CVPR Workshop on Autonomous Driving, 2024
bibtex
@inproceedings{sirko2024occfeat, title={OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks}, author={Sirko-Galouchenko, Sophia and Boulch, Alexandre and Gidaris, Spyros and Bursuc, Andrei and Vobecky, Antonin and P{\'e}rez, Patrick and Marlet, Renaud}, journal={CVPR Workshops}, year={2024} }
Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Nikos Komodakis, Matthieu Cord, Patrick Pérez
TMLR, 2024
bibtex
@article{gidaris2024moca, title={MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments}, author={Gidaris, Spyros and Bursuc, Andrei and Simeoni, Oriane and Vobecky, Antonin and Komodakis, Nikos and Cord, Matthieu and P{\'e}rez, Patrick}, journal={TMLR}, year={2024} }
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch
TPAMI, 2024
bibtex / code
@article{franchi2024lpbnn, title={Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification}, author={Franchi, Gianni and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, S{\'e}verine and Bloch, Isabelle}, journal={TPAMI}, year={2024} }
Marwane Hariat, Olivier Laurent, Remi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi
WACV, 2024
bibtex / project page
@inproceedings{hariat2024learning, title={Learning to generate training datasets for robust semantic segmentation}, author={Hariat, Marwane and Laurent, Olivier and Kazmierczak, R{\'e}mi and Zhang, Shihao and Bursuc, Andrei and Yao, Angela and Franchi, Gianni}, booktitle={WACV}, year={2024} }
Antonin Vobecky, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
NeurIPS, 2023
bibtex / code / project page
@inproceedings{vobecky2023pop, title={Pop-3d: Open-vocabulary 3d occupancy prediction from images}, author={Vobecky, Antonin and Sim{\'e}oni, Oriane and Hurych, David and Gidaris, Spyridon and Bursuc, Andrei and P{\'e}rez, Patrick and Sivic, Josef}, booktitle={NeurIPS}, year={2023} }
Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
ICCV, 2023
bibtex / code / project page
@inproceedings{fahes2023poda, title={P{\O}DA: Prompt-driven Zero-shot Domain Adaptation}, author={Fahes, Mohammad and Vu, Tuan-Hung and Bursuc, Andrei and P{\'e}rez, Patrick and de Charette, Raoul}, booktitle={ICCV}, year={2023} }
Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet
CVPR, 2023
bibtex / code / project page
@inproceedings{ando2023rangevit, title={RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving}, author={Ando, Angelika and Gidaris, Spyros and Bursuc, Andrei and Puy, Gilles and Boulch, Alexandre and Marlet, Renaud}, booktitle={CVPR}, year={2023} }
Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi
ICLR (spotlight), 2023
bibtex / code / project page
@inproceedings{laurent2022packed, title={Packed-Ensembles for Efficient Uncertainty Estimation}, author={Laurent, Olivier and Lafage, Adrien and Tartaglione, Enzo and Daniel, Geoffrey and Martinez, Jean-Marc and Bursuc, Andrei and Franchi, Gianni}, booktitle={ICLR}, year={2023} }
Florent Bartoccioni, Éloi Zablocki, Andrei Bursuc, Patrick Pérez, Matthieu Cord, Karteek Alahari
CoRL, 2022
bibtex / code / project page
@inproceedings{bartoccioni2022lara, title={LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation}, author={Bartoccioni, Florent and Zablocki, {\'E}loi and Bursuc, Andrei and P{\'e}rez, Patrick and Cord, Matthieu and Alahari, Karteek}, booktitle={CoRL}, year={2022} }
Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Angel Tena, Rémi Kazmierczak, Severine Dubuisson, Emanuel Aldea, David Filliat
BMVC, 2022
bibtex / code / project page
@inproceedings{franchi2022muad, title={MUAD: Multiple uncertainties for autonomous driving benchmark for multiple uncertainty types and tasks}, author={Franchi, Gianni and Yu, Xuanlong and Bursuc, Andrei and Kazmierczak, R{\'e}mi and Dubuisson, S{\'e}verine and Aldea, Emanuel and Filliat, David}, booktitle={BMVC}, year={2022} }
Antonin Vobecky, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
ECCV (oral), 2022
bibtex / code / project page
@inproceedings{vobecky2022drive, title={Drive\&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation}, author={Vobecky, Antonin and Hurych, David and Sim{\'e}oni, Oriane and Gidaris, Spyros and Bursuc, Andrei and P{\'e}rez, Patrick and Sivic, Josef}, booktitle={ECCV}, year={2022} }
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
ECCV, 2022
bibtex / code
@inproceedings{kakogeorgiou2022hide, title={What to Hide from Your Students: Attention-Guided Masked Image Modeling}, author={Kakogeorgiou, Ioannis and Gidaris, Spyros and Psomas, Bill and Avrithis, Yannis and Bursuc, Andrei and Karantzalos, Konstantinos and Komodakis, Nikos}, booktitle={ECCV}, year={2022} }
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, David Filliat
ECCV, 2022
bibtex / code / project page
@inproceedings{franchi2022latent, title={Latent Discriminant deterministic Uncertainty}, author={Franchi, Gianni and Yu, Xuanlong and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, Severine and Filliat, David}, booktitle={ECCV}, year={2022} }
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce
ECCV, 2022
bibtex / code / project page
@inproceedings{vo2022active, title={Active Learning Strategies for Weakly-Supervised Object Detection}, author={Vo, Huy V and Sim{\'e}oni, Oriane and Gidaris, Spyros and Bursuc, Andrei and P{\'e}rez, Patrick and Ponce, Jean}, booktitle={ECCV}, year={2022} } }
Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet
CVPR, 2022
bibtex / code / project page
@inproceedings{sautier22slidr, title={Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data}, author={Corentin Sautier and Gilles Puy and Spyros Gidaris and Alexandre Boulch and Andrei Bursuc and Renaud Marlet}, booktitle={CVPR} year={2022} }
Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, Renaud Marlet, Patrick Pérez, Mathieu Aubry
Neurocomputing, 2022
bibtex / project page / code
@article{roburin2022spherical, title={Spherical perspective on learning with normalization layers}, author={Roburin, Simon and de Mont-Marin, Yann and Bursuc, Andrei and Marlet, Renaud and P{\'e}rez, Patrick and Aubry, Mathieu}, journal={Neurocomputing}, volume={487}, pages={66--74}, year={2022}, publisher={Elsevier} }
Kevin Osanlou, Jeremy Frank, J. Benton, Andrei Bursuc, Christophe Guettier, Tristan Cazenave, Eric Jacopin
AAAI (oral), 2022
bibtex
@inproceedings{osanlou2022solving, title={Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks}, author={Osanlou, Kevin and Frank, Jeremy and Bursuc, Andrei and Cazenave, Tristan and Jacopin, Eric and Guettier, Christophe and Benton, J}, booktitle={AAAI}, year={2022} }
Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao
BMVC, 2021
bibtex / code / project page
@inproceedings{franchi2021robust, title={Reliable Semantic Segmentation with Superpixel-Mix}, author={Franchi, Gianni and Belkhir, Nacim and Ha, Mai Lan and Hu, Yufei and Bursuc, Andrei and Blanz, Volker and Yao, Angela}, booktitle={BMVC}, year={2021} }
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, and Jean Ponce
BMVC, 2021
bibtex / code / project page
@inproceedings{simeoni2021lost, title = {Localizing Objects with Self-Supervised Transformers and no Labels}, author = {Oriane Sim\'eoni and Gilles Puy and Huy V. Vo and Simon Roburin and Spyros Gidaris and Andrei Bursuc and Patrick P\'erez and Renaud Marlet and Jean Ponce}, booktitle = {BMVC}, year = {2021} }
Victor Besnier, Andrei Bursuc, Alexandre Briot, and David Picard
ICCV, 2021
bibtex / code / video / project page
@inproceedings{besnier2021triggering, title = {Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation}, author = {Besnier, Victor and Bursuc, Andrei and Picard, David and Briot Alexandre}, booktitle={Proceedings of the IEEE International Conference on Computer Vision}, year={2021} }
Julien Rebut, Andrei Bursuc, and Patrick Pérez
IROS, 2021
bibtex
@inproceedings{rebut2021styleless, title={StyleLess layer: Improving robustness for real-world driving}, author={Rebut, Julien and Bursuc, Andrei and P{\'e}rez, Patrick}, booktitle={IROS}, year={2021} }
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
CVPR, 2021
bibtex / code / project page
@inproceedings{gidaris2021obow, title={Learning Representations by Predicting Bags of Visual Words}, author={Gidaris, Spyros and Bursuc, Andrei and Komodakis, Nikos and P{\'e}rez, Patrick and Cord, Matthieu}, booktitle={CVPR}, year={2020} }
Thibault Buhet, Emilie Wirbel, Andrei Bursuc, Xavier Perrotton
CoRL, 2020
bibtex / blog post / project page
@inproceedings{buhet2020plop, title={PLOP: Probabilistic poLynomial Objects trajectory Planning for autonomous driving}, author={Buhet, Thibault and Wirbel, Emilie and Bursuc, Andrei and Perrotton, Xavier}, booktitle={Conference on Robot Learning (CoRL)}, year={2020} }
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch
ECCV, 2020
bibtex / code
@inproceedings{franchi2020tradi, title={TRADI: Tracking deep neural network weight distributions for uncertainty estimation}, author={Franchi, Gianni and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, S{\'e}verine and Bloch, Isabelle}, booktitle={ECCV}, year={2020} }
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch
arXiv, 2020
bibtex
@article{franchi2020one, title={One Versus all for deep Neural Network Incertitude (OVNNI) quantification}, author={Franchi, Gianni and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, Severine and Bloch, Isabelle}, journal={arXiv preprint arXiv:2006.00954}, year={2020} }
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
CVPR, 2020
bibtex / code
@inproceedings{gidaris2020learning, title={Learning Representations by Predicting Bags of Visual Words}, author={Gidaris, Spyros and Bursuc, Andrei and Komodakis, Nikos and P{\'e}rez, Patrick and Cord, Matthieu}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, pages={6928--6938}, year={2020} }
Isabelle Leang, Ganesh Sistu, Fabian Burger, Andrei Bursuc, and Senthil Yogamani
ITSC, 2020
bibtex
@inproceedings{leang2020dynamic, title={Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems}, author={Leang, Isabelle and Sistu, Ganesh and Burger, Fabian and Bursuc, Andrei and Yogamani, Senthil}, booktitle={ITSC}, year={2020} }
Victor Besnier, Himalaya Jain, Andrei Bursuc, Matthieu Cord, and Patrick Pérez
ICASSP, 2020
bibtex
@inproceedings{besnier2020dataset, title={This dataset does not exist: training models from generated images}, author={Besnier, Victor and Jain, Himalaya and Bursuc, Andrei and Cord, Matthieu and P{\'e}rez, Patrick}, booktitle={ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, pages={1--5}, year={2020}, organization={IEEE} }
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
ICCV, 2019
bibtex / code
@inproceedings{gidaris2019boosting, title={Boosting few-shot visual learning with self-supervision}, author={Gidaris, Spyros and Bursuc, Andrei and Komodakis, Nikos and P{\'e}rez, Patrick and Cord, Matthieu}, booktitle={Proceedings of the IEEE International Conference on Computer Vision}, pages={8059--8068}, year={2019} }
Kevin Osanlou, Andrei Bursuc, Christophe Guettier, Tristan Cazenave and Eric Jacopin
IROS, 2019
bibtex
@inproceedings{osanlou2019optimal, title={Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search}, author={Osanlou, Kevin and Bursuc, Andrei and Guettier, Christophe and Cazenave, Tristan and Jacopin, Eric}, booktitle={2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, pages={3519--3525}, year={2019}, organization={IEEE} }
Yann Lifchitz, Yannis Avrithis, Sylvaine Picard, Andrei Bursuc
CVPR, 2019
bibtex
@inproceedings{lifchitz2019dense, title={Dense classification and implanting for few-shot learning}, author={Lifchitz, Yann and Avrithis, Yannis and Picard, Sylvaine and Bursuc, Andrei}, booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition}, pages={9258--9267}, year={2019} }
Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondřej Chum
International Journal on Computer Vision (IJCV), 2019
bibtex
@article{mukundan2019understanding, title={Understanding and improving kernel local descriptors}, author={Mukundan, Arun and Tolias, Giorgos and Bursuc, Andrei and J{\'e}gou, Herv{\'e} and Chum, Ond{\v{r}}ej}, journal={International Journal of Computer Vision}, volume={127}, number={11-12}, pages={1723--1737}, year={2019}, publisher={Springer} }
Giorgos Tolias, Andrei Bursuc, Teddy Furon, Hervé Jégou
Computer Vision and Image Understanding (CVIU), 2015
bibtex / code
@article{tolias15, title = {{Rotation and translation covariant match kernels for image retrieval}}, author = {Tolias, Giorgos and Bursuc, Andrei and Furon, Teddy and J{\'e}gou, Herv{\'e}}, url = {https://hal.archives-ouvertes.fr/hal-01168525}, journal = {{Computer Vision and Image Understanding}}, publisher = {{Elsevier}}, year = {2015}, month = Jun, doi = {10.1016/j.cviu.2015.06.007} }
Andrei Bursuc, Giorgos Tolias, Hervé Jégou
International Conference on Multimedia Retrieval, 2015
bibtex / poster / code
@inproceedings{Bursuc15, author = {Bursuc, Andrei and Tolias, Giorgos and J{\'e}gou, Herv{\'e}}, title = {{Kernel Local Descriptors with Implicit Rotation Matching}}, url = {https://hal.inria.fr/hal-01145656}, booktitle = {{ACM International Conference on Multimedia Retrieval }}, year = {2015} }
Ruxandra Tapu, Bogdan Mocanu, Andrei Bursuc, Titus Zaharia
ICCV Workshop on Wearable Computer Vision Systems, 2013
bibtex
@inproceedings{Tapu13, author = {Tapu, R. and Mocanu, B. and Bursuc, A. and Zaharia, T.}, title = {A Smartphone-Based Obstacle Detection and Classification System for Assisting Visually Impaired People}, booktitle = {Computer Vision Workshops (ICCVW), 2013 IEEE International Conference on}, year = {2013}, pages = {444-451} }
Andrei Bursuc, Titus Zaharia
Trecvid Workshop, 2013
bibtex
@inproceedings{bursuc2013b, title = {ARTEMIS at TRECVID 2013: Instance Search Task}, author = {Bursuc, Andrei and Titus, Zaharia}, booktitle = {Proc. TRECVID Workshop}, year = {2013} }
Andrei Bursuc, Titus Zaharia
MediaEval Workshop, 2013
bibtex
@article{bursuc2013c, title = {ARTEMIS@ MediaEval 2013: A Content-Based Image Clustering Method for Public Image Repositories, Working Notes Proceedings MediaEval 2013 Workshop, Eds}, author = {Bursuc, A and Zaharia, T}, journal = {M Larson, X Anguera, T Reuter, GJF Jones, B Ionescu, M Schedl, T Piatrik, C Hauff, M Soleymani, co-located with ACM Multimedia, Barcelona, Spain, October}, pages = {18--19}, year = {2013} }
Titus Zaharia, Andrei Bursuc, Matej Zorec, Polona Car, Monica Cunil, Davorka Sel
IEEE WIAMIS, 2013
bibtex / poster
@inproceedings{zaharia13, title = {ALICE-Assistance for better mobility and improved cognition of elderly blind and visually impaired}, author = {Titus, Zaharia and Bursuc, Andrei and Matej, Zorec and Polona, Car and Monica, Cunil and Davorka, Sel}, booktitle = {Proc. International Workshop on Image and Audio Analysis for Multimedia Interactive Services}, year = {2013} }
Andrei Bursuc, Titus Zaharia
IAPR Machine Vision Applications, 2013
bibtex / poster
@inproceedings{bursuc2013a, author = {Bursuc, Andrei and Titus, Zaharia}, title = {Multi-modal query expansion for video object instances retrieval}, booktitle = {MVA2013 IAPR International Conference on Machine Vision Applications}, pages = {214-217}, year = {2013} }
Andrei Bursuc, Titus Zaharia, Olivier Martinot, Françoise Prêteux
TrecVid Workshop, 2012
bibtex / poster
@inproceedings{bursuc2012a, title = {ARTEMIS-UBIMEDIA at TRECVid 2012: Instance Search Task}, author = {Bursuc, Andrei and Zaharia, Titus and Martinot, Olivier and Pr{\^e}teux, Fran{\c{c}}oise}, booktitle = {Proc. TRECVID Workshop}, year = {2012} }
Andrei Bursuc, Titus Zaharia, Françoise Prêteux
IEEE EUSIPCO , 2012
bibtex
@inproceedings{bursuc2012b, title = {Dynamic detection of visual entities}, author = {Bursuc, Andrei and Zaharia, Titus and Pr{\^e}teux, Fran{\c{c}}oise}, booktitle = {Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European}, pages = {2392--2396}, year = {2012} }
Andrei Bursuc, Titus Zaharia, Françoise Prêteux
MMM Video Browser Showdown, 2012
bibtex
@incollection{bursuc2012c, title = {OVIDIUS: A Web Platform for Video Browsing and Search}, author = {Bursuc, Andrei and Zaharia, Titus and Prêteux, Françoise}, booktitle = {Advances in Multimedia Modeling}, series = {Lecture Notes in Computer Science}, volume = {7131}, year = {2012}, pages = {649-651} }
Andrei Bursuc, Titus Zaharia, Françoise Prêteux
IEEE/ACM SITIS, 2011
bibtex
@inproceedings{bursuc2011a, title = {Detection of Multiple Instances of Video Objects}, author = {Bursuc, Andrei and Zaharia, Titus and Pr{\^e}teux, Francoise}, booktitle = {Signal-Image Technology and Internet-Based Systems (SITIS), 2011 Seventh International Conference on}, pages = {446--453}, year = {2011} }
Andrei Bursuc, Titus Zaharia, Olivier Martinot
TrecVid Workshop, 2011
bibtex
@inproceedings{bursuc2011b, title = {ARTEMIS-UBIMEDIA at TRECVid 2011: Instance Search}, author = {Bursuc, Andrei and Zaharia, Titus and Martinot, Olivier}, booktitle = {Proc. TRECVID Workshop}, year = {2011} }
Andrei Bursuc, Titus Zaharia, Françoise Prêteux
ACM Multimedia, 2010
bibtex / poster
@inproceedings{bursuc2010a, title = {Mobile video browsing and retrieval with the ovidius platform}, author = {Bursuc, Andrei and Zaharia, Titus and Pr{\^e}teux, Fran{\c{c}}oise}, booktitle = {Proceedings of the international conference on Multimedia}, pages = {1659--1662}, year = {2010} }
Andrei Bursuc, Titus Zaharia, Bertrand Delezoide, Françoise Prêteux
Content-Based Multimedia Indexing (CBMI), 2010
bibtex
@inproceedings{bursuc2010b, title = {OVIDIUS: An on-line video retrieval platform for multi-terminal access}, author = {Bursuc, Andrei and Zaharia, Titus and Delezoide, Bertrand and Pr{\^e}teux, Francoise}, booktitle = {Content-Based Multimedia Indexing (CBMI), 2010 International Workshop on}, pages = {1--6}, year = {2010} }
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I'm a Sunday school volunteer teacher for Romanian kids in Paris.
During my undergrad period I was actively involved in BEST (Board of European Students of Technology) organising all sorts of events, traveling and trying to improve the lives of future engineers.
I'm fond of education and I have been representing students' views in the VM-BASE project and in the EUGENE network, where I was co-leading the Attractiveness of Engineering Studies track. I have been elected as member of the Admnistrative Council of SEFI (European Society for Engineering Education) 2010-2013.
During highschool I was fortunate to be an Explorer Scout within the Scouts of Romania organization. Be prepared!