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Elia Cereda

15 papers hereh-index 686 citations21 works total

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

author position
  • first author5
  • middle author9
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.RO12
  • cs.CV2
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedA Sim-to-Real Deep Learning-based Framework for Autonomous Nano-drone Racing

15 citations · 42 across the 15 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CV2021

Training Lightweight CNNs for Human-Nanodrone Proximity Interaction from Small Datasets using Background Randomization

Marco Ferri, Dario Mantegazza, Elia Cereda +5

We consider the task of visually estimating the pose of a human from images acquired by a nearby nano-drone; in this context, we propose a data augmentation approach based on synth…

cs.RO2021

Learning Relative Interactions through Imitation

Giorgia Adorni, Elia Cereda

In this project we trained a neural network to perform specific interactions between a robot and objects in the environment, through imitation learning. In particular, we tackle th…

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