1 code implementation • 9 Dec 2023 • Yusheng Zheng, Yiwei Yang, Maolin Chen, Andrew Quinn
In particular, the system uses symbolic execution in a novel structure that allows it to combine the results of program synthesis and program comprehension and build on the recent success that LLMs have shown for each of these tasks individually.
1 code implementation • 21 Dec 2022 • Robert Wolfe, Yiwei Yang, Bill Howe, Aylin Caliskan
A first experiment uses standardized images of women from the Sexual OBjectification and EMotion Database, and finds that human characteristics are disassociated from images of objectified women: the model's recognition of emotional state is mediated by whether the subject is fully or partially clothed.
1 code implementation • 5 Apr 2021 • Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, YuanYuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen
Radiotherapy is a treatment where radiation is used to eliminate cancer cells.
1 code implementation • 13 Mar 2021 • Zhe Zhao, Guangke Chen, Jingyi Wang, Yiwei Yang, Fu Song, Jun Sun
Though various defense mechanisms have been proposed to improve robustness of deep learning software, many of them are ineffective against adaptive attacks.
no code implementations • 28 Jul 2019 • Yunhe Gao, Rui Huang, Ming Chen, Zhe Wang, Jincheng Deng, YuanYuan Chen, Yiwei Yang, Jie Zhang, Chanjuan Tao, Hongsheng Li
In this paper, we propose an end-to-end deep neural network for solving the problem of imbalanced large and small organ segmentation in head and neck (HaN) CT images.
no code implementations • ACL 2019 • Yiwei Yang, Eser Kandogan, Yunyao Li, Walter S. Lasecki, Prithviraj Sen
While the role of humans is increasingly recognized in machine learning community, representation of and interaction with models in current human-in-the-loop machine learning (HITL-ML) approaches are too low-level and far-removed from human's conceptual models.