Author

Jiaming Fan

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Preprint Aug 2026

A Unified Framework for Iterate Convergence of Bregman Proximal Methods

A unified iterate convergence framework that applies to a broad group of kernels and composite objective functions is developed, and it is shown that the continuous-time BPM (mirror flow) converges to a stationary point for o-minimal definable objective functions, yielding the first trajectory convergence result for mirror flow.

He Chen, Jiaming Fan, Anthony Man-Cho So · 1 citation · ⚡1

Jul 2026

Pixel relationship-constrained weakly supervised semantic segmentation for remote sensing images: enhancing CAM integrity and pseudo-label quality

This work advances WSSS for remote sensing images by addressing key limitations of CAM-based pseudo-labels generation, offering a cost-effective alternative to fully supervised approaches and facilitating broader applications in geographic information science and earth observation.

Jiaming Fan, Dali Chen, Yang Liu et al. · International Journal of Rem... · 0 citations