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05/24/2023
Cream: Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models
Advances in Large Language Models (LLMs) have inspired a surge of resear...
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04/07/2023
Towards Unified Scene Text Spotting based on Sequence Generation
Sequence generation models have recently made significant progress in un...
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11/07/2022
Technical Report on Web-based Visual Corpus Construction for Visual Document Understanding
We present a dataset generator engine named Web-based Visual Corpus Buil...
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03/10/2022
DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting
Recent end-to-end scene text spotters have achieved great improvement in...
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11/30/2021
Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features
Linguistic knowledge has brought great benefits to scene text recognitio...
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07/23/2021
RewriteNet: Realistic Scene Text Image Generation via Editing Text in Real-world Image
Scene text editing (STE), which converts a text in a scene image into th...
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07/20/2021
SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models
For successful scene text recognition (STR) models, synthetic text image...
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02/26/2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization
Real-noise denoising is a challenging task because the statistics of rea...
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01/22/2017