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researcher

D. Clifton

15 papers hereh-index 5214.3k citations277 works total

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

author position
  • middle author3
  • last author12

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

fields
  • cs.LG7
  • eess.SP4
  • cs.CL2
  • cs.CV2
same name
  • D. Clifton — 6 papers, h 16
  • D. Clifton — 6 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedExpectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

35 citations · 113 across the 10 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2022★ 35 cited

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

Peng Jin, Jinfa Huang, Fenglin Liu +5

Most video-and-language representation learning approaches employ contrastive learning, e.g., CLIP, to project the video and text features into a common latent space according to t…

cs.CV2022★ 23 cited

How to Understand Masked Autoencoders

Shuhao Cao, Peng Xu, David A. Clifton

"Masked Autoencoders (MAE) Are Scalable Vision Learners" revolutionizes the self-supervised learning method in that it not only achieves the state-of-the-art for image pre-training…

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