Germán Ros
Nvidia (United States)(US)
Publications by Year
Research Areas
Video Surveillance and Tracking Methods, Advanced Vision and Imaging, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes(2016)2,319 cited
- → Street-view change detection with deconvolutional networks(2018)302 cited
- → CARLA: An Open Urban Driving Simulator(2017)291 cited
- → Vision-Based Offline-Online Perception Paradigm for Autonomous Driving(2015)126 cited
- → Unsupervised image transformation for outdoor semantic labelling(2015)27 cited
- → SPIGAN: Privileged Adversarial Learning from Simulation(2018)27 cited
- → Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation(2016)24 cited
- → New Simulation Tools for Training and Testing Automated Vehicles(2020)16 cited
- → Training my car to see using virtual worlds(2017)10 cited