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Soonwoo Kwon

3 accepted papers

2025

Denoising Task Difficulty-based Curriculum for Training Diffusion Models

ICLR 2025poster

Diffusion-based generative models have emerged as powerful tools in the realm of generative modeling. Despite extensive research on denoising across various timesteps and noise levels, a conflict persists regarding the relative difficulties of the denoising tasks. While various studies argue that lo…

Cited by 2SourcePDFScholar
2025

SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis

CVPR 2025poster

Text-based generation and editing of 3D scenes hold significant potential for streamlining content creation through intuitive user interactions. While recent advances leverage 3D Gaussian Splatting (3DGS) for high-fidelity and real-time rendering, existing methods are often specialized and task-focu…

2024

BIPED: Pedagogically Informed Tutoring System for ESL Education

ACL 2024long

Large Language Models (LLMs) have a great potential to serve as readily available and cost-efficient Conversational Intelligent Tutoring Systems (CITS) for teaching L2 learners of English. Existing CITS, however, are designed to teach only simple concepts or lack the pedagogical depth necessary to a…

Cited by 2SourcePDFScholar