Search Results for author: Xiahan Shi

Found 3 papers, 2 papers with code

Relational Generalized Few-Shot Learning

no code implementations22 Jul 2019 Xiahan Shi, Leonard Salewski, Martin Schiegg, Zeynep Akata, Max Welling

Instead, we consider the extended setup of generalized few-shot learning (GFSL), where the model is required to perform classification on the joint label space consisting of both previously seen and novel classes.

Few-Shot Learning Generalized Few-Shot Learning

The Functional Neural Process

1 code implementation NeurIPS 2019 Christos Louizos, Xiahan Shi, Klamer Schutte, Max Welling

We present a new family of exchangeable stochastic processes, the Functional Neural Processes (FNPs).

Image Classification

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