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20212023
most citedMeta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning

8 citations · 18 across the 9 of their papers we have counts for

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cs.LG2023★ 2 cited

Episodic Multi-Task Learning with Heterogeneous Neural Processes

Jiayi Shen, Xiantong Zhen, Qi +2

This paper focuses on the data-insufficiency problem in multi-task learning within an episodic training setup. Specifically, we explore the potential of heterogeneous information a…

cs.LG2021

Multi-Task Neural Processes

Jiayi Shen, Xiantong Zhen, Marcel Worring +1

Neural processes have recently emerged as a class of powerful neural latent variable models that combine the strengths of neural networks and stochastic processes. As they can enco…