video-text-retrieval-models

CAMoE

What is CAMoE? CAMoE is a cutting-edge technology that enables video-text retrieval through a multi-stream corpus alignment network with single gate Mixture-of-Experts. This technology is designed to extract multi-perspective video representations, including action, entity, scene, among others, and align them with their corresponding text descriptions. How Does CAMoE Work? CAMoE relies on Mixture-of-Experts (MoE) to extract multiple perspectives from videos, which allows for a more comprehen

Video Language Graph Matching Network

What is VLG-Net? VLG-Net is a system that uses Graph Neural Networks (GCNs) and a new multi-modality method to help understand natural language video. By using different techniques, it can help people automatically label or search for videos based on the content. How Does VLG-Net Work? VLG-Net uses two main techniques to understand videos: Graph Neural Networks (GCNs) and a fusion method. Graph Neural Networks (GCNs) are a type of machine learning technique that use mathematical graphs to u

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