Search Results for author: Travis Munyer

Found 3 papers, 3 papers with code

DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text

4 code implementations9 May 2023 Travis Munyer, Abdullah Tanvir, Arjon Das, Xin Zhong

As elaborated within the paper, these attributes are crucial for universal text source detection, with a particular emphasis in this paper on text produced by LLMs.

Language Modelling Large Language Model +2

Foreign Object Debris Detection for Airport Pavement Images based on Self-supervised Localization and Vision Transformer

1 code implementation30 Oct 2022 Travis Munyer, Daniel Brinkman, Xin Zhong, Chenyu Huang, Iason Konstantzos

While a large and expensive dataset could be developed to include common FOD examples, it is infeasible to collect all possible FOD examples in the dataset representation because of the open-ended nature of FOD.

Object object-detection +1

FOD-A: A Dataset for Foreign Object Debris in Airports

1 code implementation6 Oct 2021 Travis Munyer, Pei-Chi Huang, Chenyu Huang, Xin Zhong

This paper presents the creation methodology, discusses the publicly available dataset extension process, and demonstrates the practicality of FOD-A with widely used machine learning models for object detection.

BIG-bench Machine Learning Object +2

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