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06/11/2022
A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training
Multi-modal pre-training and knowledge discovery are two important resea...
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01/29/2022
MVPTR: Multi-Stage Vision-Language Pre-Training via Multi-Level Semantic Alignment
In this paper, we propose a Multi-stage Vision-language Pre-TRaining (MV...
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11/05/2021
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval
Matching model is essential for Image-Text Retrieval framework. Existing...
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09/12/2021
Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval
Existing research for image text retrieval mainly relies on sentence-lev...
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06/21/2021
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning
Existing research for image captioning usually represents an image using...
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03/21/2021
An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information
In this paper, we focus on the problem of unsupervised image-sentence ma...
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10/10/2017