3 datasets found

Sparse coding with multi-layer decoders using variance regularization

Learning rich data representations from unlabeled data is a key challenge towards applying deep learning algorithms in downstream tasks. The proposed method learns sparse data...

The ShanghaiTech dataset includes 330 training and 107 test videos recorded at 13 different background locations.