Modelling and analysis of the 8 filters from the "master key filters hypothesis" for depthwise-separable deep networks in relation to idealized receptive fields based on scale-space theory

arXiv:2509.12746 · cs.CV · Submitted 2025-09-16 · Read on arXiv

cs.CV

Submitted: 2025-09-16

Updated: 2026-02-23

Comments: 25 pages, 5 figures, 11 tables

Journal ref: Journal of Mathematical Imaging and Vision, 68(3): 22:1-26, 2026

DOI: 10.1007/s10851-026-01290-0

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Clustering — 1× in this paper · explained in 2 episodes

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models