2 papers
cs.SD2026
C2GA: A Class-Controllable Generative Augmentation Framework for Respiratory Sound Classification
Ziqi Ma, Mengyu Han, Anteng Cai +4
Background: Respiratory sound classification plays a critical role in the clinical identification of pulmonary pathologies. However, its performance is often hindered by the limite…
cs.LG2025
Behavior-Inspired Neural Networks for Relational Inference
Yulong Yang, Bowen Feng, Keqin Wang +3
From pedestrians to Kuramoto oscillators, interactions between agents govern how dynamical systems evolve in space and time. Discovering how these agents relate to each other has t…