activity
20192025
most citedUnified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces

4 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 1 cited

Equivariant Light Field Convolution and Transformer

Yinshuang Xu, Jiahui Lei, Kostas Daniilidis

3D reconstruction and novel view rendering can greatly benefit from geometric priors when the input views are not sufficient in terms of coverage and inter-view baselines. Deep lea…

cs.CV2022★ 4 cited

Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces

Yinshuang Xu, Jiahui Lei, Edgar Dobriban +1

We introduce a unified framework for group equivariant networks on homogeneous spaces derived from a Fourier perspective. We consider tensor-valued feature fields, before and after…