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David Martín

7 papers hereh-index 241.9k citations60 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG2
same name
  • David Martín — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedSelf-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection

15 citations · 18 across the 6 of their papers we have counts for

collaborators
Showing 2018 · cs.CVShow all

3 papers · 2 filters

cs.CV2018★ 1 cited

Hierarchy of GANs for learning embodied self-awareness model

Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo +4

In recent years several architectures have been proposed to learn embodied agents complex self-awareness models. In this paper, dynamic incremental self-awareness (SA) models are p…

cs.CV2018

Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving

Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo +4

This paper presents a novel approach for learning self-awareness models for autonomous vehicles. The proposed technique is based on the availability of synchronized multi-sensor dy…

cs.CV2018

A Multi-perspective Approach To Anomaly Detection For Self-aware Embodied Agents

Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo +5

This paper focuses on multi-sensor anomaly detection for moving cognitive agents using both external and private first-person visual observations. Both observation types are used t…

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