Researcher profile

Ryan Y. Benmalek

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Keeping Notes: Conditional Natural Language Generation with a Scratchpad Encoder

    2019

    We introduce the Scratchpad Mechanism, a novel addition to the sequence-to-sequence (seq2seq) neural network architecture and demonstrate its effectiveness in improving the overall fluency of seq2seq models for natural language generation tasks. By enabling the …

  2. Unsupervised Learning of Dense Visual Representations

    2020 · arXiv (Cornell University)

    Contrastive self-supervised learning has emerged as a promising approach to unsupervised visual representation learning. In general, these methods learn global (image-level) representations that are invariant to different views (i.e., compositions of data augmentation) of the …