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cs.LG2025
FlowLPS: Langevin-Proximal Sampling for Flow-based Inverse Problem Solvers
Jonghyun Park, Jong Chul Ye
Deep generative models are powerful priors for imaging inverse problems, but training-free solvers for latent flow models face a practical finite-step trade-off. Optimization-heavy…
cs.LG2025
AtlasD: Automatic Local Symmetry Discovery
Manu Bhat, Jonghyun Park, Jianke Yang +3
Existing symmetry discovery methods predominantly focus on global transformations across the entire system or space, but they fail to consider the symmetries in local neighborhoods…