Tensaurus: A Versatile Accelerator for Mixed Sparse-Dense Tensor Computations.
Nitish Kumar SrivastavaHanchen JinShaden SmithHongbo RongDavid H. AlbonesiZhiru ZhangPublished in: HPCA (2020)
Keyphrases
- tensor decomposition
- high order
- motion field estimation
- tensor factorization
- dense stereo
- dense optical flow
- sparse data
- higher order
- dense motion estimation
- high dimensional
- dense sampling
- data representation
- optical flow
- compressed sensing
- dimensionality reduction
- sparse coding
- parallel implementation
- sparse reconstruction
- dictionary learning
- tensor field
- structure tensor
- stereo correspondence
- field programmable gate array
- image sequences
- singular value decomposition
- sparse representation
- super resolution
- pairwise
- face recognition