no code implementations • 28 Mar 2024 • Yiping Ji, Hemanth Saratchandran, Cameron Gordon, Zeyu Zhang, Simon Lucey
Low-rank decomposition has emerged as a vital tool for enhancing parameter efficiency in neural network architectures, gaining traction across diverse applications in machine learning.
no code implementations • 28 Mar 2024 • Cameron Gordon, Lachlan Ewen MacDonald, Hemanth Saratchandran, Simon Lucey
We instead present a strategy for the initialization of run-time deep implicit functions for single-instance signals through a Decoder-Only randomly projected Hypernetwork (D'OH).
no code implementations • 1 Sep 2022 • Cameron Gordon, Shin-Fang Chng, Lachlan MacDonald, Simon Lucey
The role of quantization within implicit/coordinate neural networks is still not fully understood.