Antonín Vobecký

According to our database, Antonín Vobecký authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

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 Pérez

Trans. Mach. Learn. Res., 2024

A Study of Test-time Contrastive Concepts for Open-world, Open-vocabulary Semantic Segmentation.

Monika Wysoczanska, Antonín Vobecký, Amaia Cardiel, Tomasz Trzcinski, Renaud Marlet, Andrei Bursuc, Oriane Siméoni

CoRR, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Unsupervised Object Localization: Observing the Background to Discover Objects.

Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonín Vobecký, Éloi Zablocki, Patrick Pérez

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

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

2021

Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving.

Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Varun Ravi Kumar, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Artificial Dummies for Urban Dataset Augmentation.

Antonín Vobecký, David Hurych, Michal Uricár, Patrick Pérez, Josef Sivic

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving.

Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani

CoRR, 2019

Advanced Pedestrian Dataset Augmentation for Autonomous Driving.

Antonín Vobecký, Michal Uricár, David Hurych, Radoslav Skoviera

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

Desoiling Dataset: Restoring Soiled Areas on Automotive Fisheye Cameras.

Michal Uricár, Ján Ulicný, Ganesh Sistu, Hazem Rashed, Pavel Krízek, David Hurych, Antonín Vobecký, Senthil Kumar Yogamani

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

2018

Motion Prediction Influence on the Pedestrian Intention Estimation Near a Zebra Crossing.

Júlia Skovierová, Antonín Vobecký, Miroslav Uller, Radoslav Skoviera, Václav Hlavác

Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018

Detecting Decision Ambiguity from Facial Images.

Pavel Jahoda, Antonín Vobecký, Jan Cech, Jiri Matas

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018