Search Results for author: Zhiyuan Luo

Found 10 papers, 3 papers with code

A novel Deep Learning approach for one-step Conformal Prediction approximation

1 code implementation25 Jul 2022 Julia A. Meister, Khuong An Nguyen, Stelios Kapetanakis, Zhiyuan Luo

We carry out a comprehensive empirical evaluation to show our novel loss function's competitiveness for seven binary and multi-class prediction tasks on five benchmark datasets.

Conformal Prediction Multi-class Classification

Anomaly Detection in Video Sequences: A Benchmark and Computational Model

1 code implementation16 Jun 2021 Boyang Wan, Wenhui Jiang, Yuming Fang, Zhiyuan Luo, Guanqun Ding

2) It provides the annotation data, including video-level labels (abnormal/normal video, anomaly type) and frame-level labels (abnormal/normal video frame) to facilitate anomaly detection.

Anomaly Detection

Audio feature ranking for sound-based COVID-19 patient detection

no code implementations14 Apr 2021 Julia A. Meister, Khuong An Nguyen, Zhiyuan Luo

Audio classification using breath and cough samples has recently emerged as a low-cost, non-invasive, and accessible COVID-19 screening method.

Audio Classification General Classification

A review of smartphones based indoor positioning: challenges and applications

no code implementations3 Jun 2020 Khuong An Nguyen, Zhiyuan Luo, Guang Li, Chris Watkins

The continual proliferation of mobile devices has encouraged much effort in using the smartphones for indoor positioning.

A Language Model based Evaluator for Sentence Compression

no code implementations ACL 2018 Yang Zhao, Zhiyuan Luo, Akiko Aizawa

We herein present a language-model-based evaluator for deletion-based sentence compression and view this task as a series of deletion-and-evaluation operations using the evaluator.

Language Modelling reinforcement-learning +3

Cannot find the paper you are looking for? You can Submit a new open access paper.