2 papers
cs.CV2026
GeoMag: Geometric-Aware Video Motion Magnification via State Space Model
Kecheng Han, Yuchen Zhang, Bingqing Liu +3
Video Motion Magnification (VMM) reveals imperceptible dynamics but often suffers from structural inconsistencies under complex geometric transformations. Existing learning-based m…
cs.NE2025
SDSNN: A Single-Timestep Spiking Neural Network with Self-Dropping Neuron and Bayesian Optimization
Changqing Xu, Buxuan Song, Yi Liu +3
Spiking Neural Networks (SNNs), as an emerging biologically inspired computational model, demonstrate significant energy efficiency advantages due to their event-driven information…