Little is known about how deep networks interact with structure in data. An important aspect of this structure is symmetry (e.g., pose transformations). Here, we (w/
@stphtphsn.bsky.social) study the generalization ability of deep networks on symmetric datasets:
arxiv.org/abs/2412.11521 (1/n)