2 papers
cs.CV2026
Padé Neurons for Efficient Neural Models
Onur Keleş, A. Murat Tekalp
Neural networks commonly employ the McCulloch-Pitts neuron model, which is a linear model followed by a point-wise non-linear activation. Various researchers have already advanced…
eess.IV2025
Improving Temporal Consistency and Fidelity at Inference-time in Perceptual Video Restoration by Zero-shot Image-based Diffusion Models
Nasrin Rahimi, A. Murat Tekalp
Diffusion models have emerged as powerful priors for single-image restoration, but their application to zero-shot video restoration suffers from temporal inconsistencies due to the…