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Diffusion Probabilistic Models for Structured Node Classification

2023 · arXiv (Cornell University)

This paper studies structured node classification on graphs, where the predictions should consider dependencies between the node labels. In particular, we focus on solving the problem for partially labeled graphs where it is essential to …

Open Ad-hoc Categorization with Contextualized Feature Learning

2025

Adaptive categorization of visual scenes is essential for AI agents to handle changing tasks. Unlike fixed common categories for plants or animals, ad-hoc categories, such as things to sell at a garage sale, are created …