Search Results for author: Kevin Liu

Found 6 papers, 2 papers with code

Open Set Recognition For Music Genre Classification

no code implementations15 Sep 2022 Kevin Liu, Julien DeMori, Kobi Abayomi

We conduct four experiments, each containing a different set of known and unknown classes, using the GTZAN and the FMA datasets to establish a baseline capacity for novel genre detection.

Classification Genre classification +2

ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time

1 code implementation30 Jun 2022 Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu, Xuelin Yang, Kevin Liu, Rok Sosič, Jure Leskovec

In this work, we introduce Zero-shot Concept Recognition and Acquisition (ZeroC), a neuro-symbolic architecture that can recognize and acquire novel concepts in a zero-shot way.

Novel Concepts

Conditional Variational Autoencoder for Neural Machine Translation

no code implementations11 Dec 2018 Artidoro Pagnoni, Kevin Liu, Shangyan Li

We explore the performance of latent variable models for conditional text generation in the context of neural machine translation (NMT).

Conditional Text Generation Machine Translation +1

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