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researcher

Kanchana Ranasinghe

28 papers hereh-index 131.7k citations28 works total

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

author position
  • first author10
  • middle author18

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • cs.CV20
  • cs.RO7
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedIntriguing Properties of Vision Transformers

305 citations · 357 across the 27 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 12 cited

Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors

Ryan Burgert, Kanchana Ranasinghe, Xiang Li +1

Recently, text-to-image diffusion models have shown remarkable capabilities in creating realistic images from natural language prompts. However, few works have explored using these…

cs.CV2022★ 1 cited

Perceptual Grouping in Contrastive Vision-Language Models

Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi +3

Recent advances in zero-shot image recognition suggest that vision-language models learn generic visual representations with a high degree of semantic information that may be arbit…

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