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Found 7 papers, 0 papers with code
TableGuard -- Securing Structured & Unstructured Data
With the increasing demand for data sharing across platforms and organizations, ensuring the privacy and security of sensitive information has become a critical challenge.
A comparative analysis of SRGAN models
In this study, we evaluate the performance of multiple state-of-the-art SRGAN (Super Resolution Generative Adversarial Network) models, ESRGAN, Real-ESRGAN and EDSR, on a benchmark dataset of real-world images which undergo degradation using a pipeline.
Life of PII -- A PII Obfuscation Transformer
We show that our approach can effectively reduce utility loss while preserving the original information, offering greater flexibility in the trade-off between privacy protection and data utility.
Differential Privacy for Credit Risk Model
Our interest is a pragmatic implementation in an operational environment, which necessitates a general purpose differentially private modeling framework, and we evaluate one such tool from LeapYear as applied to the Credit Risk modeling domain.
TableZa -- A classical Computer Vision approach to Tabular Extraction
Computer aided Tabular Data Extraction has always been a very challenging and error prone task because it demands both Spectral and Spatial Sanity of data.
Techniques to Improve Q&A Accuracy with Transformer-based models on Large Complex Documents
This paper discusses the effectiveness of various text processing techniques, their combinations, and encodings to achieve a reduction of complexity and size in a given text corpus.
Classification of descriptions and summary using multiple passes of statistical and natural language toolkits
This document describes a possible approach that can be used to check the relevance of a summary / definition of an entity with respect to its name.
