January 1975
·
116 Reads
·
2,087 Citations
What is this page?
This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.
Publications (1)
Citations (1)
... of varying bandwidths to approximate the original data distribution from training samples (Section 4.2). This is analogous to the classical mean-shift algorithm (Fukunaga and Hostetler, 1975;Cheng, 1995;Comaniciu and Meer, 2002), albeit an important difference is that diffusion-based generative models use time-varying bandwidths. Though not tractable for the practical simulation of sampling trajectories, the KDE-based solution converges to the optimal solution based on the real data distribution asymptotically. ...
- Citing Article
January 1975