14 citations · 34 across the 21 of their papers we have counts for
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cs.CV2019★ 1 cited
Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication
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. The system links two recurrent network…
cs.NE2019
The Neural State Pushdown Automata
Ankur Mali, Alexander Ororbia, C. Lee Giles
In order to learn complex grammars, recurrent neural networks (RNNs) require sufficient computational resources to ensure correct grammar recognition. A widely-used approach to exp…