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12/29/2022
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
As an important variant of entity alignment (EA), multi-modal entity ali...
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07/26/2022
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection
Visual question answering (VQA) often requires an understanding of visua...
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07/04/2022
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
Zero-shot learning (ZSL) aims to predict unseen classes whose samples ha...
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02/17/2022
Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer
Machine learning, especially deep learning, has greatly advanced molecul...
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12/01/2021
Molecular Contrastive Learning with Chemical Element Knowledge Graph
Molecular representation learning contributes to multiple downstream tas...
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03/24/2021