no code implementations • 23 Feb 2023 • Chieh-Yang Huang, Ting-Yao Hsu, Ryan Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, Clyde Lee Giles, Ting-Hao 'Kenneth' Huang
Prior work often treated figure caption generation as a vision-to-language task.
1 code implementation • 25 Aug 2020 • Athar Sefid, Clyde Lee Giles, Prasenjit Mitra
We introduce an extractive method that will summarize long scientific papers.
no code implementations • 4 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.
no code implementations • 20 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.