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researcher

N. Birkbeck

31 papers hereh-index 242.3k citations106 works total

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

author position
  • middle author30

Across the 30 of 31 papers where every author was matched, so the position is known.

fields
  • cs.CV12
  • cs.MM8
  • eess.IV8
  • cs.LG2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedUGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content

313 citations · 1.1k across the 28 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion

Shreshth Saini, Neil Birkbeck, Yilin Wang +2

Test-time search lets small video diffusion models rival larger ones, but costs 2-10x more. All candidates are fully denoised, although most are discarded. Training-free caching ma…

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