@article{theeffectivedepthparadoxevaluatingtherel, title = {The Effective Depth Paradox: Evaluating the Relationship between Architectural Topology and Trainability in Deep CNNs}, author = {Manfred M. Fischer and Joshua Pitts}, year = {2026}, eprint = {2602.13298}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.13298}, }