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09/20/2023
Kosmos-2.5: A Multimodal Literate Model
We present Kosmos-2.5, a multimodal literate model for machine reading o...
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01/22/2022
Iterative Correlation-based Feature Refinement for Few-shot Counting
Few-shot counting aims to count objects of any class in an image given o...
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11/16/2021
Document AI: Benchmarks, Models and Applications
Document AI, or Document Intelligence, is a relatively new research topi...
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09/21/2021
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Text recognition is a long-standing research problem for document digita...
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08/26/2021
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
Reading order detection is the cornerstone to understanding visually-ric...
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12/29/2020
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Pre-training of text and layout has proved effective in a variety of vis...
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12/31/2019
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Pre-training techniques have been verified successfully in a variety of ...
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03/05/2019
TableBank: Table Benchmark for Image-based Table Detection and Recognition
We present TableBank, a new image-based table detection and recognition ...
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09/13/2018
