2 papers
cs.LG2026
Stabilizing Consistency Training: A Flow Map Analysis and Self-Distillation
Youngjoong Kim, Duhoe Kim, Woosung Kim +1
Consistency models have been proposed for fast generative modeling, achieving results competitive with diffusion and flow models. However, these methods exhibit inherent instabilit…
cs.LG2024
ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation
Wei Shao, Rongyi Zhu, Cai Yang +7
Spatiotemporal data is prevalent in a wide range of edge devices, such as those used in personal communication and financial transactions. Recent advancements have sparked a growin…