no code implementations • 8 Feb 2024 • Austin Xu, Will Monroe, Klinton Bicknell
We study the problem of zero-shot exercise retrieval in the context of online language learning, to give learners the ability to explicitly request personalized exercises via natural language.
no code implementations • CVPR 2023 • Austin Xu, Mariya I. Vasileva, Achal Dave, Arjun Seshadri
Recent work leverages the expressive power of generative adversarial networks (GANs) to generate labeled synthetic datasets.
no code implementations • 4 Feb 2022 • Namrata Nadagouda, Austin Xu, Mark A. Davenport
Motivated by this, we propose a novel unified query framework that can be applied to any problem in which a key component is learning a representation of the data that reflects similarity.
no code implementations • NeurIPS 2020 • Austin Xu, Mark A. Davenport
The underlying assumption in this model is that a smaller distance between $\mathbf{u}$ and an item $\mathbf{x_j}$ indicates a stronger preference for $\mathbf{x_j}$.