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
From Fields to Splats: A Cross-Domain Survey of Real-Time Neural Scene Representations
Javed Ahmad, Penggang Gao, Donatien Delehelle +5
Neural scene representations such as Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) have transformed how 3D environments are modeled, rendered, and interpreted. NeR…