Structured SIR: Efficient and Expressive Importance-Weighted Inference for High-Dimensional Image Registration

Ivor J. A. Simpson, Neill D. F. Campbell

Image registration is an ill-posed dense vision task, where multiple solutions achieve similar loss values, motivating probabilistic inference. Variational inference has previously…