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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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04/18/2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Self-supervised pre-training techniques have achieved remarkable progres...
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10/19/2021
A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation
A creative image-and-text generative AI system mimics humans' extraordin...
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10/19/2021
Unifying Multimodal Transformer for Bi-directional Image and Text Generation
We study the joint learning of image-to-text and text-to-image generatio...
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06/25/2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training
Vision-Language Pre-training (VLP) aims to learn multi-modal representat...
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04/07/2021
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
We study joint learning of Convolutional Neural Network (CNN) and Transf...
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04/24/2020
Reinforcing Short-Length Hashing
Due to the compelling efficiency in retrieval and storage, similarity-pr...
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04/16/2019