2 papers
cs.LG2026
Kolmogorov Arnold Networks and Multi-Layer Perceptrons: A Paradigm Shift in Neural Modelling
Aradhya Gaonkar, Nihal Jain, Vignesh Chougule +3
The research undertakes a comprehensive comparative analysis of Kolmogorov-Arnold Networks (KAN) and Multi-Layer Perceptrons (MLP), highlighting their effectiveness in solving esse…
cs.CV2025
DISC-GAN: Disentangling Style and Content for Cluster-Specific Synthetic Underwater Image Generation
Sneha Varur, Anirudh R Hanchinamani, Tarun S Bagewadi +5
In this paper, we propose a novel framework, Disentangled Style-Content GAN (DISC-GAN), which integrates style-content disentanglement with a cluster-specific training strategy tow…