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09/03/2023
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration
We propose a novel end-to-end document understanding model called SeRum ...
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06/06/2023
Looking and Listening: Audio Guided Text Recognition
Text recognition in the wild is a long-standing problem in computer visi...
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05/12/2023
Visual Information Extraction in the Wild: Practical Dataset and End-to-end Solution
Visual information extraction (VIE), which aims to simultaneously perfor...
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03/16/2023
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
Recently, Table Structure Recognition (TSR) task, aiming at identifying ...
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02/28/2023
Turning a CLIP Model into a Scene Text Detector
The recent large-scale Contrastive Language-Image Pretraining (CLIP) mod...
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08/22/2022
TaCo: Textual Attribute Recognition via Contrastive Learning
As textual attributes like font are core design elements of document for...
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07/11/2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction
Document Information Extraction (DIE) has attracted increasing attention...
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07/04/2022
OS-MSL: One Stage Multimodal Sequential Link Framework for Scene Segmentation and Classification
Scene segmentation and classification (SSC) serve as a critical step tow...
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05/22/2022
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation
The task of Grammatical Error Correction (GEC) has received remarkable a...
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05/05/2022
Relational Representation Learning in Visually-Rich Documents
Relational understanding is critical for a number of visually-rich docum...
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04/18/2022
The Devil is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-Training
The self-supervised Masked Image Modeling (MIM) schema, following "mask-...
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11/26/2021
Neural Collaborative Graph Machines for Table Structure Recognition
Recently, table structure recognition has achieved impressive progress w...
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11/25/2021
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition
Recently, Vision Transformers (ViT), with the self-attention (SA) as the...
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02/26/2020
