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John P. Collomosse

9 papers hereh-index 6216 citations16 works total

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

author position
  • middle author5
  • last author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.CL1
  • cs.LG1
same name
  • John P. Collomosse — 8 papers, h 5

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
20242026
most citedSelf-Improving Diffusion Models with Synthetic Data

2 citations · 3 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.LG2024★ 2 cited

Self-Improving Diffusion Models with Synthetic Data

Sina Alemohammad, Ahmed Imtiaz Humayun, Shruti Agarwal +2

The artificial intelligence (AI) world is running out of real data for training increasingly large generative models, resulting in accelerating pressure to train on synthetic data.…

cs.CV2024

FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

Hang Hua, Jing Shi, Kushal Kafle +5

Recent progress in large-scale pre-training has led to the development of advanced vision-language models (VLMs) with remarkable proficiency in comprehending and generating multimo…

cs.CV2024

ProMark: Proactive Diffusion Watermarking for Causal Attribution

Vishal Asnani, John Collomosse, Tu Bui +2

Generative AI (GenAI) is transforming creative workflows through the capability to synthesize and manipulate images via high-level prompts. Yet creatives are not well supported to…

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