Weight Space Representation Learning via Neural Field Adaptation In this work, we investigate the potential of weights to serve as effective representations, focusing on neural fields. Our key insight is that constraining the optimization space through a pre-traine...

Paper: https://
arxiv.org/abs/2512.01759
Project: https://
inrainbws.github.io/wsr/
#CVPR2026 #WeightSpaceLearning #EPFL