Bighead's Algorithm Notes

Sep 27, 2025 · Artificial Intelligence

Weekly Time-Series Paper Digest (Sep 20‑26, 2025)

This digest summarizes three recent arXiv papers that propose novel diffusion‑based generation, a channel‑independent convolution for multivariate forecasting, and a style‑guided diffusion framework, each demonstrating improved realism, coherence, and diversity of synthetic time‑series data through extensive experiments.