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Antai Guo

2 accepted papers

2023

The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training

AAAI 2023technical

The self-supervised Masked Image Modeling (MIM) schema, following "mask-and-reconstruct" pipeline of recovering contents from masked image, has recently captured the increasing interest in the community, owing to the excellent ability of learning visual representation from unlabeled data. Aiming at…

Cited by 38SourcePDFScholar
2022

GMN: Generative Multi-modal Network for Practical Document Information Extraction

NAACL 2022long

Document Information Extraction (DIE) has attracted increasing attention due to its various advanced applications in the real world. Although recent literature has already achieved competitive results, these approaches usually fail when dealing with complex documents with noisy OCR results or mutati…

Cited by 12SourcePDFScholar