/tensor_ntrc_algorithm

Master's coursework project on Advanced Machine Learning at HCMUS: Tensor Networks and Their Applications

Primary LanguageJupyter Notebook

Original paper: Noisy Tensor Completion via Low-Rank Tensor Ring (https://arxiv.org/pdf/2203.08857)

Scope of work: implement NTRC algorithm and test on a 3x512x512 image example

Current status:

  • The algorithm is able to reconstructe the image after around 200 iteration
  • The reconstructed image still has a bad quality
  • The optimization is not convergence

To be improve:

  • ...