Search Results for author: John Berkowitz

Found 2 papers, 1 papers with code

Streaming Anchor Loss: Augmenting Supervision with Temporal Significance

no code implementations9 Oct 2023 Utkarsh Oggy Sarawgi, John Berkowitz, Vineet Garg, Arnav Kundu, Minsik Cho, Sai Srujana Buddi, Saurabh Adya, Ahmed Tewfik

Streaming neural network models for fast frame-wise responses to various speech and sensory signals are widely adopted on resource-constrained platforms.

A Critical Review of Recurrent Neural Networks for Sequence Learning

3 code implementations29 May 2015 Zachary C. Lipton, John Berkowitz, Charles Elkan

Recurrent neural networks (RNNs) are connectionist models that capture the dynamics of sequences via cycles in the network of nodes.

Handwriting Recognition Image Captioning +5

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