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Jiseok Kwak

2 accepted papers

2026

AC-Sampler: Accelerate and Correct Diffusion Sampling with Metropolis-Hastings Algorithm

ICLR 2026poster

Diffusion-based generative models have recently achieved state-of-the-art performance in high-fidelity image synthesis. These models learn a sequence of denoising transition kernels that gradually transform a simple prior distribution into a complex data distribution. However, requiring many transit…

Cited by 0SourcecodeScholar
2025

Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models

NeurIPS 2025poster

Text-to-image models have recently made significant advances in generating realistic and semantically coherent images, driven by advanced diffusion models and large-scale web-crawled datasets. However, these datasets often contain inappropriate or biased content, raising concerns about the generatio…

Cited by 0SourcecodeScholar