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researcher

Shiye Lei

14 papers hereh-index 7294 citations20 works total

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

author position
  • first author9
  • middle author4

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI3
  • cs.CV3

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedA Comprehensive Survey of Dataset Distillation

107 citations · 135 across the 14 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023★ 1 cited

Image Captions are Natural Prompts for Text-to-Image Models

Shiye Lei, Hao Chen, Sen Zhang +2

With the rapid development of Artificial Intelligence Generated Content (AIGC), it has become a common practice to train models on synthetic data due to data-scarcity and privacy l…

cs.LG2023★ 107 cited

A Comprehensive Survey of Dataset Distillation

Shiye Lei, Dacheng Tao

Deep learning technology has developed unprecedentedly in the last decade and has become the primary choice in many application domains. This progress is mainly attributed to a sys…

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