Kalliopi Basioti | DeepAI

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Featured Co-authors

Vladimir Pavlovic
52 publications
George V. Moustakides
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Zhan Shi
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Pritish Sahu
12 publications
Federico Fancellu
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Afsaneh Fazly
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Emmanouil Z. Psarakis
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Mohamed Ashraf Abdelsalam
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Dhaivat J. Bhatt
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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...

0 Mohamed Ashraf Abdelsalam, et al. ∙

∙ 06/18/2022

SAViR-T: Spatially Attentive Visual Reasoning with Transformers

We present a novel computational model, "SAViR-T", for the family of vis...

27 Pritish Sahu, et al. ∙

∙ 07/15/2020

Image De-Quantization Using Generative Models as Priors

Image quantization is used in several applications aiming in reducing th...

0 Kalliopi Basioti, et al. ∙

∙ 05/27/2020

Image Restoration from Parametric Transformations using Generative Models

When images are statistically described by a generative model we can use...

7 Kalliopi Basioti, et al. ∙

∙ 02/03/2020

Designing GANs: A Likelihood Ratio Approach

We are interested in the design of generative adversarial networks. The ...

44 Kalliopi Basioti, et al. ∙

∙ 11/01/2019

Training Neural Networks for Likelihood/Density Ratio Estimation

Various problems in Engineering and Statistics require the computation o...

0 George V. Moustakides, et al. ∙

∙ 05/24/2019

Optimizing Shallow Networks for Binary Classification

Data driven classification that relies on neural networks is based on op...

0 Kalliopi Basioti, et al. ∙

∙ 11/23/2018

Kernel-Based Training of Generative Networks

Generative adversarial networks (GANs) are designed with the help of min...

4 Kalliopi Basioti, et al. ∙

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