We present TensoRF, a novel approach to model and reconstruct radiance fields. Unlike
NeRF that purely uses MLPs, we model the radiance field of a scene as a 4D tensor, which …

This review describes advances in multiway analysis during the period 2000–2005.
Multiway analysis started to take off in chemistry in the 1980s, but only in recent years has it …

An ever-growing number of real-world computer vision applications require classification,
segmentation, retrieval, or realistic rendering of genuine materials. However, the …

We prove that multilinear (tensor) analogues of many efficiently computable problems in
numerical linear algebra are NP-hard. Our list includes: determining the feasibility of a …

We introduce tensor displays: a family of compressive light field displays comprising all
architectures employing a stack of time-multiplexed, light-attenuating layers illuminated by …

This survey provides an overview of higher-order tensor decompositions, their applications,
and available software. A tensor is a multidimensional or N-way array. Decompositions of …

A large family of algorithms-supervised or unsupervised; stemming from statistics or
geometry theory-has been designed to provide different solutions to the problem of …

We introduce the SCAPE method (Shape Completion and Animation for PEople)---a data-
driven method for building a human shape model that spans variation in both subject shape …

There has been continued interest in seeking a theorem describing optimal low-rank
approximations to tensors of order 3 or higher that parallels the Eckart–Young theorem for …

Face Transfer is a method for mapping videorecorded performances of one individual to
facial animations of another. It extracts visemes (speech-related mouth articulations) …