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Caifa Zhou

14 papers hereh-index 12975 citations28 works total

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

author position
  • sole author1
  • first author7
  • middle author6

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

fields
  • stat.ML5
  • cs.CV4
  • stat.AP3
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedNeMO: Neural Map Growing System for Spatiotemporal Fusion in Bird's-Eye-View and BDD-Map Benchmark

3 citations · 8 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.RO2023★ 1 cited

A survey on deep learning approaches for data integration in autonomous driving system

Xi Zhu, Likang Wang, Caifa Zhou +3

The perception module of self-driving vehicles relies on a multi-sensor system to understand its environment. Recent advancements in deep learning have led to the rapid development…

cs.CV2023★ 3 cited

NeMO: Neural Map Growing System for Spatiotemporal Fusion in Bird's-Eye-View and BDD-Map Benchmark

Xi Zhu, Xiya Cao, Zhiwei Dong +4

Vision-centric Bird's-Eye View (BEV) representation is essential for autonomous driving systems (ADS). Multi-frame temporal fusion which leverages historical information has been d…

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