另一种更知名的对抗学习方法是Variational Adversarial Active Learning Task-Aware Variational Adversarial Active Learning (TA-VAAL)认为data distribution-based method不能很好地适应具体的任务,于是在VAAL的基础上添加了loss prediction和RankCGAN。 3.1.3 Deep Bayesian Active Learning (DBAL) DBAL将贝叶斯卷积神经网络...
Discharge medical notes written by physicians contain important information about the health condition of patients. Many deep learning algorithms have been successfully applied to extract important information from unstructured medical notes data that ca
A Survey of Deep Active Learning. arXiv 2020 paper bib Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang A Survey of Deep Learning for Data Caching in Edge Network. arXiv 2020 paper bib Yantong Wang, Vasilis Friderikos A Survey of Deep Learning...
基于条件随机场: CRF-CNN(2015),DeepIGeoS(2017) 基于Graph Cut:BIFSeg(2018) 基于两个CNN:Base Segmentation + InterCNN 提取3D shape/surface:Rapid Interactive and Intuitive Segmentation of 3D Medical Images Using Radial Basis Function Interpolation Interaction maps 在AL中完成的许多工作都忽略了专家的作用...
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation. Journal of Artificial Intelligence Research 2018 paper bib Albert Gatt,Emiel Krahmer Information Extraction A Survey of Deep Learning Methods for Relation Extraction. arXiv 2017 paper bib Shantanu ...
Bone cancer is a rare in which cells in the bone grow out of control, resulting in destroying the normal bone tissue. A benign type of bone cancer is harmless and does not spread to other body parts, whereas a malignant type can spread to other body part
A survey on comparative study of lung nodules applying machine learning and deep learning techniques 来自 Springer 喜欢 0 阅读量: 14 作者:KV Aishwarya,A Asuntha 摘要: Lung cancer, which is on the rise, is the primary reason for mortality among cancer patients. As stated by the World Health...
“leave-one-slab-out” form of cross-validation, where each slab was in turn left out for evaluating the predictions of a model trained on the other slabs (details on the dataset in Sect"Methods based on deep learning"). Cell localization performances for different deep learning methods are ...
A Comparative Survey of Recent Natural Language Interfaces for Databases.VLDB Journal 2019paperbib Katrin Affolter, Kurt Stockinger, Abraham Bernstein A Survey of Arabic Dialogues Understanding for Spontaneous Dialogues and Instant Message.International Journal on Natural Language Computing 2015paperbib ...
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning 2024 TPAMI Class-Incremental Learning: A Survey 2024 TPAMI A Comprehensive Survey of Continual Learning: Theory, Method and Application 2024 TPAMI Unleashing the Power of Continual Learning on Non-Centralized Devices: A Surve...