On-line semantic perception using uncertainty. - Roderick de Nijs; Sebastian Ramos; Gemma Roig; Xavier Boix; Luc Van Gool; Kolja Kühnlenz (IROS, 2012)

Weakly Supervised Automatic Annotation of Pedestrian Bounding Boxes. - David Vázquez 001; Jiaolong Xu; Sebastian Ramos; Antonio M. López 001; Daniel Ponsa (CVPR Workshops, 2013)

Adapting a Pedestrian Detector by Boosting LDA Exemplar Classifiers. - Jiaolong Xu; David Vázquez 001; Sebastian Ramos; Antonio M. López 001; Daniel Ponsa (CVPR Workshops, 2013)

Active MAP Inference in CRFs for Efficient Semantic Segmentation. - Gemma Roig; Xavier Boix; Roderick de Nijs; Sebastian Ramos; Kolja Kühnlenz; Luc Van Gool (ICCV, 2013)

Incremental Domain Adaptation of Deformable Part-based Models. - Jiaolong Xu; Sebastian Ramos; David Vázquez 001; Antonio M. López 001 (BMVC, 2014)

Cost-Sensitive Structured SVM for Multi-category Domain Adaptation. - Jiaolong Xu; Sebastian Ramos; David Vázquez 001; Antonio Manuel López Peña (ICPR, 2014)

Domain Adaptation of Deformable Part-Based Models. - Jiaolong Xu; Sebastian Ramos; David Vázquez 001; Antonio Manuel López Peña (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Spatiotemporal Stacked Sequential Learning for Pedestrian Detection. - Alejandro González; David Vázquez 001; Sebastian Ramos; Antonio M. López 001; Jaume Amores (IbPRIA, 2015)

Vision-Based Offline-Online Perception Paradigm for Autonomous Driving. - Germán Ros; Sebastian Ramos; Manuel Granados; Amir Bakhtiary; David Vázquez 001; Antonio Manuel López Peña (WACV, 2015)

The Cityscapes Dataset for Semantic Urban Scene Understanding. - Marius Cordts; Mohamed Omran; Sebastian Ramos; Timo Rehfeld; Markus Enzweiler; Rodrigo Benenson; Uwe Franke; Stefan Roth 001; Bernt Schiele (CVPR, 2016)

Lost and Found: detecting small road hazards for self-driving vehicles. - Peter Pinggera; Sebastian Ramos; Stefan Gehrig; Uwe Franke; Carsten Rother; Rudolf Mester (IROS, 2016)

Hierarchical Adaptive Structural SVM for Domain Adaptation. - Jiaolong Xu; Sebastian Ramos; David Vázquez 001; Antonio M. López 001 (Int. J. Comput. Vis., 2016)

Detecting unexpected obstacles for self-driving cars: Fusing deep learning and geometric modeling. - Sebastian Ramos; Stefan K. Gehrig; Peter Pinggera; Uwe Franke; Carsten Rother (Intelligent Vehicles Symposium, 2017)