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Seongmin Hong

6 papers hereh-index 258 citations10 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2
  • cs.GR1
  • eess.IV1
same name
  • Seongmin Hong — 5 papers, h 7
  • Seongmin Hong — 3 papers, h 4

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
20232026
most citedGradient-free Decoder Inversion in Latent Diffusion Models

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Unlearning the Unpromptable: Prompt-free Instance Unlearning in Diffusion Models

Kyungryeol Lee, Kyeonghyun Lee, Seongmin Hong +2

Machine unlearning aims to remove specific outputs from trained models, often at the concept level, such as forgetting all occurrences of a particular celebrity or filtering conten…

cs.LG2024★ 1 cited

Gradient-free Decoder Inversion in Latent Diffusion Models

Seongmin Hong, Suh Yoon Jeon, Kyeonghyun Lee +2

In latent diffusion models (LDMs), denoising diffusion process efficiently takes place on latent space whose dimension is lower than that of pixel space. Decoder is typically used…

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