Antonio M. Lopez

5 papers · 2013–2019 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICCV (3) CVPR (1) ECCV (1)

Top co-authors

David Vázquez (2) Felipe Codevilla (2) German Ros (1) Javier Marín (1) Alexey Dosovitskiy (1) Adrien Gaidon (1) Laura Sellart (1) Abel Gonzalez-Garcia (1) Joanna Materzynska (1) Jaume Amores (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Analysis (2) Core AI (2) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

object detection (2) autonomous driving (2) pedestrian detection (2) transfer learning (1) domain adaptation (1) ensemble learning (1) feature extraction (1) behavior cloning (1) convolutional neural network (1) random forest (1) synthetic dataset (1) synthetic image (1) visuomotor policy (1) part-based detection (1) image-level scoring (1) active learning (1) local expert (1) semantic segmentation (1) imitation learning (1)

Papers

Active Learning for Deep Detection Neural Networks ICCV 2019 Exploring the Limitations of Behavior Cloning for Autonomous Driving ICCV 2019 On Offline Evaluation of Vision-based Driving Models ECCV 2018 The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes CVPR 2016 Random Forests of Local Experts for Pedestrian Detection ICCV 2013