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cs.CV2025
SURE Guided Posterior Sampling: Trajectory Correction for Diffusion-Based Inverse Problems
Minwoo Kim, Hongki Lim
Diffusion models have emerged as powerful learned priors for solving inverse problems. However, current iterative solving approaches which alternate between diffusion sampling and…
cs.CV2025
Adaptive 3D Reconstruction via Diffusion Priors and Forward Curvature-Matching Likelihood Updates
Seunghyeok Shin, Dabin Kim, Hongki Lim
Reconstructing high-quality point clouds from images remains challenging in computer vision. Existing generative-model-based approaches, particularly diffusion-model approaches tha…