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researcher

M. Niedoba

14 papers hereh-index 8199 citations20 works total

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

author position
  • first author4
  • middle author10

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CV3
  • cs.AI2
  • stat.ML2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedPredicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets

4 citations · 7 across the 14 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2024

Semantically Consistent Video Inpainting with Conditional Diffusion Models

Dylan Green, William Harvey, Saeid Naderiparizi +10

Current state-of-the-art methods for video inpainting typically rely on optical flow or attention-based approaches to inpaint masked regions by propagating visual information acros…

cs.CV2023

Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection models

Setareh Dabiri, Vasileios Lioutas, Berend Zwartsenberg +8

When training object detection models on synthetic data, it is important to make the distribution of synthetic data as close as possible to the distribution of real data. We invest…

cs.CV2023

Video Killed the HD-Map: Predicting Multi-Agent Behavior Directly From Aerial Images

Yunpeng Liu, Vasileios Lioutas, Jonathan Wilder Lavington +8

The development of algorithms that learn multi-agent behavioral models using human demonstrations has led to increasingly realistic simulations in the field of autonomous driving.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.