2 papers
cs.LG2025
Dynamic Participation in Federated Learning: Benchmarks and a Knowledge Pool Plugin
Ming-Lun Lee, Fu-Shiang Yang, Cheng-Kuan Lin +3
Federated learning (FL) enables clients to collaboratively train a shared model in a distributed manner, setting it apart from traditional deep learning paradigms. However, most ex…
cs.CV2024
MP-PolarMask: A Faster and Finer Instance Segmentation for Concave Images
Ke-Lei Wang, Pin-Hsuan Chou, Young-Ching Chou +3
While there are a lot of models for instance segmentation, PolarMask stands out as a unique one that represents an object by a Polar coordinate system. With an anchor-box-free desi…