Nature

Diffusion tensor imaging articles from across Nature Portfolio

Diffusion tensor imaging is a magnetic resonance imaging method that measures the diffusion patterns of molecules in biological tissue. These patterns provide information on the microscopic structure ...
IEEE

DeepTensor: Low-Rank Tensor Decomposition With Deep Network Priors

Abstract: DeepTensor is a computationally efficient framework for low-rank decomposition of matrices and tensors using deep generative networks. We decompose a tensor as the product of low-rank tensor ...
IEEE

Nested Fully-Connected Tensor Network Decomposition for Multi-Dimensional Visual Data Recovery

Abstract: Recently, fully-connected tensor network (FCTN) decomposition, which factorizes the target tensor into a series of interconnected factor tensors, has drawn growing focus on multi-dimensional ...
GitHub

Burn is a next generation Tensor Library and Deep Learning Framework that doesn't compromise on

Burn is both a tensor library and a deep learning framework optimized for numerical computing, model inference and model training. Burn leverages Rust to perform optimizations normally only available ...
GitHub

Awesome Tensorial Neural Networks

Network compression via TNNs Information fusion via TNNs Quantum Circuit Simulation via TNNs Training Strategy of TNNs Toolboxes of TNNs This repository is consistent with our survey paper Tensor ...