Andrei Bursuc
Valeo (France)(FR)
Publications by Year
Research Areas
Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Adversarial Robustness in Machine Learning
Most-Cited Works
- → A Smartphone-Based Obstacle Detection and Classification System for Assisting Visually Impaired People(2013)139 cited
- → RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving(2023)109 cited
- → Localizing Objects with Self-Supervised Transformers and no Labels(2021)107 cited
- → Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data(2022)99 cited
- → What to Hide from Your Students: Attention-Guided Masked Image Modeling(2022)88 cited
- → OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning(2021)68 cited
- → Boosting Few-Shot Visual Learning With Self-Supervision(2019)64 cited
- → This Dataset Does Not Exist: Training Models from Generated Images(2020)53 cited
- → Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation(2021)42 cited
- → PØDA: Prompt-driven Zero-shot Domain Adaptation(2023)39 cited