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A novel symmetric multimodal representation learning framework MTLS is proposed to learn complementary information from the other modality and has the potential ...
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Abstract: Multimodal representations play an important role in multimodal learning tasks, including cross-modal retrieval and intra-modal clustering.
Mar 1, 2024 · Multimodal pretraining tasks offer the benefits of enhanced representation learning, cross-modal transfer, improved generalization, effective ...
Missing: Symmetrically | Show results with:Symmetrically
Multimodal representations play an important role in multimodal learning tasks, including cross-modal retrieval and intra-modal clustering.
Mar 9, 2023 · In this paper, we propose a framework for designing multimodal representation learning methods that encompasses previous approaches as special ...
Missing: Symmetrically | Show results with:Symmetrically
AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences.
Transfer learning enables practitioners to adapt pre-trained AI models for improved performance across diverse applications. Explore real-world examples, ...
In this paper, a novel Adversarial Attention Networks (AAN) is proposed to incorporate both the attention mechanism and the adversarial networks for effective ...