21 citations · 51 across the 7 of their papers we have counts for
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cs.RO2024★ 8 cited
Fed-EC: Bandwidth-Efficient Clustering-Based Federated Learning For Autonomous Visual Robot Navigation
Shreya Gummadi, Mateus V. Gasparino, Deepak Vasisht +1
Centralized learning requires data to be aggregated at a central server, which poses significant challenges in terms of data privacy and bandwidth consumption. Federated learning p…
cs.CV2024
S4: Self-Supervised Sensing Across the Spectrum
Jayanth Shenoy, Xingjian Davis Zhang, Shlok Mehrotra +4
Satellite image time series (SITS) segmentation is crucial for many applications like environmental monitoring, land cover mapping and agricultural crop type classification. Howeve…