no code implementations • 22 Sep 2023 • Zezhong Chen, Yuxin Deng, Wenjie Du
To our knowledge, this marks the first integration of large language models in automatic creating and reasoning about assurance cases, bringing a novel approach to a traditional challenge.
1 code implementation • 11 Jul 2023 • Yuxin Deng, Jiayi Ma
In order to facilitate the learning of matching and filtering, we inject the similarity of descriptors and relative positions into cross- and self-attention score, respectively.
no code implementations • 16 May 2022 • Yuxin Deng, Jiayi Ma
Deep-learning-based local feature extraction algorithms that combine detection and description have made significant progress in visible image matching.
1 code implementation • 8 Jun 2021 • Jiayi Ma, Yuxin Deng
Modifications on triplet loss that rescale the back-propagated gradients of special pairs have made significant progress on local descriptor learning.