Ferdinando Cannella

Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Training Efficiency & Optimization (1)

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Stefano Mereu (1)Oleksandr Kuznetsov (1)Gabriele Marchello (1)Alessandro Galdelli (1)

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Jun 23, 2026

Istituto Italiano di Tecnologia2w ago·also eCampus University, Karazin Kharkiv National University, Marche Polytechnic University, University of Genoa

Structural Kolmogorov-Arnold Convolutions: Learnable Function on the Values or the Filter Shape as Parameter-Efficient Alternative to Per-Edge Convolutional KANs

Learnable filter shapes in RF-KAN yield a performance boost that outstrips conventional convolutional approaches while slashing parameter counts by over 80%.

Stefano Mereu, Oleksandr Kuznetsov, Gabriele Marchello +4

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

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Ferdinando Cannella

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)