Search Results for author: Clyde Lee Giles

Found 4 papers, 1 papers with code

Extractive Summarizer for Scholarly Articles

1 code implementation25 Aug 2020 Athar Sefid, Clyde Lee Giles, Prasenjit Mitra

We introduce an extractive method that will summarize long scientific papers.

Recognizing Long Grammatical Sequences Using Recurrent Networks Augmented With An External Differentiable Stack

no code implementations4 Apr 2020 Ankur Mali, Alexander Ororbia, Daniel Kifer, Clyde Lee Giles

In this paper, we improve the memory-augmented RNN with important architectural and state updating mechanisms that ensure that the model learns to properly balance the use of its latent states with external memory.

Language Modelling Machine Translation +1

Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication

no code implementations20 Nov 2019 Ankur Mali, Alexander G. Ororbia, Clyde Lee Giles

For lossy image compression, we develop a neural-based system which learns a nonlinear estimator for decoding from quantized representations.

Image Compression Image Reconstruction

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