Zobrazeno 1 - 10
of 261
pro vyhledávání: '"Chen, Chaofan"'
We present ProtoViT, a method for interpretable image classification combining deep learning and case-based reasoning. This method classifies an image by comparing it to a set of learned prototypes, providing explanations of the form ``this looks lik
Externí odkaz:
http://arxiv.org/abs/2410.20722
Autor:
Yang, Julia, Barnett, Alina Jade, Donnelly, Jon, Kishore, Satvik, Fang, Jerry, Schwartz, Fides Regina, Chen, Chaofan, Lo, Joseph Y., Rudin, Cynthia
Digital mammography is essential to breast cancer detection, and deep learning offers promising tools for faster and more accurate mammogram analysis. In radiology and other high-stakes environments, uninterpretable ("black box") deep learning models
Externí odkaz:
http://arxiv.org/abs/2406.06386
We present ProtoConcepts, a method for interpretable image classification combining deep learning and case-based reasoning using prototypical parts. Existing work in prototype-based image classification uses a ``this looks like that'' reasoning proce
Externí odkaz:
http://arxiv.org/abs/2310.18589
Autor:
Chen, Chaofan
In recent years, deep geothermal energy has been widely exploited through closed-loop borehole heat exchanger system for building heating. In order to precisely evaluate the sustainable heat extraction capacity and the impact of different designs and
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A79383
https://tud.qucosa.de/api/qucosa%3A79383/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A79383/attachment/ATT-0/
Autor:
Hu, Qinyu, Wu, Songyang, Sun, Wenqi, Tang, Zhushou, Chen, Chaofan, Ding, Zhiguo, Zhang, Xiaomei
In this paper, we study the ecosystem of the abused Web Clips in underground economy. Through this study, we find the Web Clips is wildly used by perpetrators to penetrate iOS devices to gain profit. This work starts with 1,800 user complaint documen
Externí odkaz:
http://arxiv.org/abs/2209.03319
Autor:
Taherdangkoo, Reza, Nagel, Thomas, Chen, Chaofan, Mollaali, Mostafa, Ghasabeh, Mehran, Cuisinier, Olivier, Abdallah, Adel, Butscher, Christoph
Publikováno v:
In Applied Clay Science November 2024 260
Publikováno v:
In Energy 30 October 2024 307
Autor:
Liu, Bin, Wang, Jiangfeng, Li, Hongyan, Liu, Jian, Wang, Pengtao, Cai, Wanlong, Sun, Xianpeng, Chen, Chaofan
Publikováno v:
In Case Studies in Thermal Engineering September 2024 61
Publikováno v:
2022 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)
We present a deformable prototypical part network (Deformable ProtoPNet), an interpretable image classifier that integrates the power of deep learning and the interpretability of case-based reasoning. This model classifies input images by comparing t
Externí odkaz:
http://arxiv.org/abs/2111.15000
Autor:
Tu, Tianli, Gao, Zhen, Li, Linfang, Chen, Jiansheng, Ye, Kangzhuo, Xu, Tao, Mai, Siyuan, Han, Qingqing, Chen, Chaofan, Wu, Shengwei, Dong, Yankun, Chen, Jiaomei, Huang, Laimei, Guan, Yuefeng, Xie, Fang, Chen, Xu
Publikováno v:
In Developmental Cell 19 August 2024 59(16):2254-2269