no code implementations • 11 Apr 2024 • Liming Xu, Dave Towey, Andrew P. French, Steve Benford
The recent release of the Apple Vision Pro has reignited interest in the metaverse, showcasing the intensified efforts of technology giants in developing platforms and devices to facilitate its growth.
1 code implementation • 10 Nov 2023 • Zixiang Xian, Rubing Huang, Dave Towey, Chunrong Fang, Zhenyu Chen
Our framework has several advantages over existing methods: (1) It is flexible and adaptable, because it can easily be extended to other downstream tasks that require code representation (such as code-clone detection and classification); (2) it is efficient and scalable, because it does not require a large model or a large amount of training data, and it can support any programming language; (3) it is not limited to unsupervised learning, but can also be applied to some supervised learning tasks by incorporating task-specific labels or objectives; and (4) it can also adjust the number of encoder parameters based on computing resources.
no code implementations • 30 May 2023 • Yinglin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu
Second, we extract the uncertainty under different scales and propose the multi-scale uncertainty-aware (MSUA) fusion module to integrate structure contexts from hierarchical predictions, strengthening the final prediction.
no code implementations • 5 Aug 2021 • Liming Xu, Dave Towey, Andrew French, Steve Benford, Zhi Quan Zhou, Tsong Yueh Chen
An approach to software testing that alleviates the oracle problem is metamorphic testing (MT).