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07/16/2023
DocTr: Document Transformer for Structured Information Extraction in Documents
We present a new formulation for structured information extraction (SIE)...
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02/14/2023
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation
In this work, instead of directly predicting the pixel-level segmentatio...
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01/03/2023
Customizable Adaptive Regularization Techniques for B-Spline Modeling
B-spline models are a powerful way to represent scientific data sets wit...
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05/17/2022
MATrIX – Modality-Aware Transformer for Information eXtraction
We present MATrIX - a Modality-Aware Transformer for Information eXtract...
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03/30/2022
Towards Differential Relational Privacy and its use in Question Answering
Memorization of the relation between entities in a dataset can lead to p...
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03/23/2022
Adaptive Regularization of B-Spline Models for Scientific Data
B-spline models are a powerful way to represent scientific data sets wit...
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01/06/2022
Contrastive Neighborhood Alignment
We present Contrastive Neighborhood Alignment (CNA), a manifold learning...
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05/05/2021
Visual Composite Set Detection Using Part-and-Sum Transformers
Computer vision applications such as visual relationship detection and h...
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12/08/2020
Fourier-Informed Knot Placement Schemes for B-Spline Approximation
Fitting B-splines to discrete data is especially challenging when the gi...
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06/25/2020
Layout Generation and Completion with Self-attention
We address the problem of layout generation for diverse domains such as ...
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08/02/2019
