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04/29/2021
TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition
Table Structure Recognition is an essential part of end-to-end tabular d...
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11/28/2020
Short-Term Load Forecasting using Bi-directional Sequential Models and Feature Engineering for Small Datasets
Electricity load forecasting enables the grid operators to optimally imp...
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05/28/2020
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
With the advancement of powerful image processing and machine learning t...
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01/08/2020
Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks
Tables present summarized and structured information to the reader, whic...
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09/03/2019
Do Cross Modal Systems Leverage Semantic Relationships?
Current cross-modal retrieval systems are evaluated using R@K measure wh...
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06/19/2019
An Open-World Extension to Knowledge Graph Completion Models
We present a novel extension to embedding-based knowledge graph completi...
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05/31/2019
Rethinking Table Parsing using Graph Neural Networks
Document structure analysis, such as zone segmentation and table parsing...
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07/08/2018
Revisiting Distillation and Incremental Classifier Learning
One of the key differences between the learning mechanism of humans and ...
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07/08/2018
Distillation Techniques for Pseudo-rehearsal Based Incremental Learning
The ability to learn from incrementally arriving data is essential for a...
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11/29/2015
Sparseness helps: Sparsity Augmented Collaborative Representation for Classification
Many classification approaches first represent a test sample using the t...
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03/27/2015
Discriminative Bayesian Dictionary Learning for Classification
We propose a Bayesian approach to learn discriminative dictionaries for ...
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03/09/2015
Representation Learning with Deep Extreme Learning Machines for Efficient Image Set Classification
Efficient and accurate joint representation of a collection of images, t...
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10/19/2014
Dense 3D Face Correspondence
We present an algorithm that automatically establishes dense corresponde...
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02/06/2014