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09/11/2023
TransferDoc: A Self-Supervised Transferable Document Representation Learning Model Unifying Vision and Language
The field of visual document understanding has witnessed a rapid growth ...
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09/05/2023
STEP – Towards Structured Scene-Text Spotting
We introduce the structured scene-text spotting task, which requires a s...
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05/11/2023
EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification
In the recent past, complex deep neural networks have received huge inte...
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05/24/2022
VLCDoC: Vision-Language Contrastive Pre-Training Model for Cross-Modal Document Classification
Multimodal learning from document data has achieved great success lately...
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04/12/2022
Content and Style Aware Generation of Text-line Images for Handwriting Recognition
Handwritten Text Recognition has achieved an impressive performance in p...
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05/26/2020
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
The advent of recurrent neural networks for handwriting recognition mark...
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05/19/2020
RoadText-1K: Text Detection Recognition Dataset for Driving Videos
Perceiving text is crucial to understand semantics of outdoor scenes and...
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03/05/2020
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images
Although current image generation methods have reached impressive qualit...
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12/21/2019
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture
Sequence-to-sequence models have recently become very popular for tackli...
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09/18/2019
Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition
Handwritten Text Recognition (HTR) is still a challenging problem becaus...
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06/30/2019
ICDAR 2019 Competition on Scene Text Visual Question Answering
This paper presents final results of ICDAR 2019 Scene Text Visual Questi...
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06/04/2019
Selective Style Transfer for Text
This paper explores the possibilities of image style transfer applied to...
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05/31/2019
Scene Text Visual Question Answering
Current visual question answering datasets do not consider the rich sema...
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04/02/2019
Good News, Everyone! Context driven entity-aware captioning for news images
Current image captioning systems perform at a merely descriptive level, ...
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01/31/2019
Self-Supervised Visual Representations for Cross-Modal Retrieval
Cross-modal retrieval methods have been significantly improved in last y...
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08/27/2018
Single Shot Scene Text Retrieval
Textual information found in scene images provides high level semantic i...
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07/04/2018
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text Spaces
The immense success of deep learning based methods in computer vision he...
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10/18/2017
The Robust Reading Competition Annotation and Evaluation Platform
The ICDAR Robust Reading Competition (RRC), initiated in 2003 and re-est...
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05/24/2017