ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation. - Iaroslav Melekhov; Anand Umashankar; Hyeong-Jin Kim; Vladislav Serkov; Dusty Argyle (CVPR Workshops, 2024)

The Impact of Federated Learning on Distributed Remote Sensing Archives. - Anand Umashankar; Karam Tomotaki-Dawoud; Nicolai Schneider (CoRR, 2026)