2 papers
cs.CV2026
FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution
Ali Mollaahmadi Dehaghi, Hossein KhademSohi, Reza Razavi +2
Video super-resolution (VSR) aims to enhance low-resolution videos by leveraging both spatial and temporal information. While deep learning has led to impressive progress, it typic…
cs.LG2025
Owen Sampling Accelerates Contribution Estimation in Federated Learning
Hossein KhademSohi, Hadi Hemmati, Jiayu Zhou +1
Federated Learning (FL) aggregates information from multiple clients to train a shared global model without exposing raw data. Accurately estimating each client's contribution is e…