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Eunseo Koh

3 accepted papers

2025

Diffusion Feature Field for Text-based 3D Editing with Gaussian Splatting

NeurIPS 2025poster

Recent advances in text-based image editing have motivated the extension of these techniques into the 3D domain. However, existing methods typically apply 2D diffusion models independently to multiple viewpoints, resulting in significant artifacts, most notably the Janus problem, due to inconsisten…

Cited by 0SourceScholar
2025

Fine-Tuning Visual Autogressive Models for Subject-Driven Generation

ICCV 2025poster

Recent advances in text-to-image generative models have enabled numerous practical applications, including subject-driven generation, which fine-tunes pre-trained models to capture subject semantics from only a few examples. While diffusion-based models produce high-quality images, their extensive d…

2025

Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models

ICCV 2025poster

Text-to-Image (T2I) diffusion models have made significant progress in generating diverse high-quality images from textual prompts. However, these models still face challenges in suppressing content that is strongly entangled with specific words. For example, when generating an image of "Charlie Cha…