ARC: Anchored Representation Clouds for High-Resolution INR Classification

Joost Luijmes, Alexander Gielisse, Roman Knyazhitskiy, Jan van Gemert

Published: 05 Mar 2025, Last Modified: 05 Mar 2025ICLR 2025 Workshop Weight Space Learning PosterEveryoneRevisionsBibTeXCC BY 4.0
Track: long paper (up to 8 pages)
Keywords: Implicit Neural Representations, INR, Equivariance, Classification, Coordinate Networks, Neural Fields, High-resolution
TL;DR: Novel INR type retains feature locality, allowing both high- and low res image classification.
Submission Number: 50