Vobecky, Antonin

1. Unsupervised Object Localization: Observing the Background to Discover Objects
   2022/12/15 by Oriane Siméoni, Siméoni, Oriane, Chloé Sekkat +9 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
2. POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images
   2024/01/17 by Antonín Vobecký, Oriane Siméoni, Vobecky, Antonin +11 · 9 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
3. OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks
   2024/04/22 by Sophia Sirko-Galouchenko, Alexandre Boulch, Sirko-Galouchenko, Sophia +11 · 5 citations
   Agricultural and Biological Sciences · #Animal Disease Management and Epidemiology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation
   2022/03/21 by Antonín Vobecký, Vobecky, Antonin, David Hurych +11 · 2 citations
   Computer Science · Environmental Science · #Advanced Neural Network Applications #Remote Sensing and LiDAR Applications #Domain Adaptation and Few-Shot Learning
5. MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments
   2023/07/18 by Spyros Gidaris, Gidaris, Spyros, Andrei Bursuc +13 · 1 voice · 2 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #cs.AI #cs.CV #cs.LG
6. DIP: Unsupervised Dense In-Context Post-training of Visual Representations
   2025/06/23 by Sirko-Galouchenko, Sophia, Gidaris, Spyros, Vobecky, Antonin +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences