Accelerating Sparse Convolution with Column Vector-Wise Sparsity.
Yijun TanKai HanKang ZhaoXianzhi YuZidong DuYunji ChenYunhe WangJun YaoPublished in: NeurIPS (2022)
Keyphrases
- sparse matrix
- sparse representation
- high dimensional
- sparsity constraints
- rows and columns
- mixed norm
- sparse matrices
- sparse approximation
- basis pursuit
- compressed sensing
- binary matrices
- compressive sampling
- image processing
- regularized regression
- group lasso
- feature vectors
- dictionary learning
- norm regularization
- sparse approximations
- sparse coding
- denoising
- sparse reconstruction
- neural network
- pairwise
- image classification
- negative matrix factorization
- sparse data
- binary matrix
- orthogonal matching pursuit
- dimensionality reduction
- linear combination
- convolution kernel
- linear filtering
- sparse coefficients
- convex optimization
- tensor factorization