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06/09/2023
DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents
Vision-language pretraining models have achieved great success in suppor...
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11/27/2022
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding
Document images are a ubiquitous source of data where the text is organi...
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11/27/2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation
One of the major challenges in training text-to-image generation models ...
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04/18/2021
RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks
Cross-Domain Detection (XDD) aims to train an object detector using labe...
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09/01/2020
Text and Style Conditioned GAN for Generation of Offline Handwriting Lines
This paper presents a GAN for generating images of handwritten lines con...
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03/30/2020
Cross-Domain Document Object Detection: Benchmark Suite and Method
Decomposing images of document pages into high-level semantic regions (e...
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09/05/2019
Deep Visual Template-Free Form Parsing
Automatic, template-free extraction of information from form images is c...
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08/04/2018
Language Model Supervision for Handwriting Recognition Model Adaptation
Training state-of-the-art offline handwriting recognition (HWR) models r...
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09/05/2017
PageNet: Page Boundary Extraction in Historical Handwritten Documents
When digitizing a document into an image, it is common to include a surr...
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08/11/2017
Convolutional Neural Networks for Font Classification
Classifying pages or text lines into font categories aids transcription ...
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08/10/2017
Document Image Binarization with Fully Convolutional Neural Networks
Binarization of degraded historical manuscript images is an important pr...
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08/10/2017