2 papers
cs.LG2026
OmniMed-FL: A Robust Multimodal Federated Learning Framework for Clinical Diagnosis
Ayush Debnath, Ruelia Saha, Sudip Misra
Simultaneous assessment of medical imaging and patient records is often required in clinical diagnosis. However, standard machine learning algorithms cannot analyze these data type…
cs.NE2026
Active Spiking Perception: The Membrane Potential as a Belief State for Anytime 3D Point Cloud Recognition
Akarsh Jain, Arya Pawa, Ayush Debnath +2
Spiking point cloud networks usually scan space in a fixed, input-agnostic order, which leaves the most distinctive resource of spiking computation, the temporal evolution of the m…