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10/26/2022
Visual Semantic Parsing: From Images to Abstract Meaning Representation
The success of scene graphs for visual scene understanding has brought a...
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06/18/2022
SAViR-T: Spatially Attentive Visual Reasoning with Transformers
We present a novel computational model, "SAViR-T", for the family of vis...
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07/15/2020
Image De-Quantization Using Generative Models as Priors
Image quantization is used in several applications aiming in reducing th...
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05/27/2020
Image Restoration from Parametric Transformations using Generative Models
When images are statistically described by a generative model we can use...
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02/03/2020
Designing GANs: A Likelihood Ratio Approach
We are interested in the design of generative adversarial networks. The ...
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11/01/2019
Training Neural Networks for Likelihood/Density Ratio Estimation
Various problems in Engineering and Statistics require the computation o...
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05/24/2019
Optimizing Shallow Networks for Binary Classification
Data driven classification that relies on neural networks is based on op...
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11/23/2018
