63 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Academia SinicaTW4 papers
- Johns Hopkins UniversityUS2 papers
- Tencent (China)CN2 papers
- Aalto UniversityFI1 paper
- Al-Neelain UniversitySD1 paper
- Anhui UniversityCN1 paper
- Australian National UniversityAU1 paper
- Braintree Laboratories (United States)US1 paper
- Chulalongkorn UniversityTH1 paper
- Cleveland ClinicUS1 paper
- Cooper UnionUS1 paper
- Fachhochschule Wiener NeustadtAT1 paper
9 papers
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines
Aaron Babier, Rafid Mahmood, Binghao Zhang +56
We establish an open framework for developing plan optimization models for knowledge-based planning (KBP) in radiotherapy. Our framework includes reference plans for 100 patients w…
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh +1
In a recent paper, we have presented a generative adversarial network (GAN)-based model for unconditional generation of the mel-spectrograms of singing voices. As the generator of…
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions
Yu-Siang Huang, Yi-Hsuan Yang
A great number of deep learning based models have been recently proposed for automatic music composition. Among these models, the Transformer stands out as a prominent approach for…
EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph
Yuxiang Ren, Hao Zhu, Jiawei Zhang +2
Fraud detection is extremely critical for e-commerce business. It is the intent of the companies to detect and prevent fraud as early as possible. Existing fraud detection methods…
Deep learning of topological phase transitions from entanglement aspects
Yuan-Hong Tsai, Meng-Zhe Yu, Yu-Hao Hsu +1
The one-dimensional -wave superconductor proposed by Kitaev has long been a classic example for understanding topological phase transitions through various methods, such as exam…
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques
Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang +1
In this paper, we tackle the problem of transfer learning for Jazz automatic generation. Jazz is one of representative types of music, but the lack of Jazz data in the MIDI format…
Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability
Seelwan Sathitratanacheewin, Krit Pongpirul
Machine learning has been an emerging tool for various aspects of infectious diseases including tuberculosis surveillance and detection. However, WHO provided no recommendations on…
Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos
Hsien-Tzu Cheng, Chun-Hung Chao, Jin-Dong Dong +3
Automatic saliency prediction in 360° videos is critical for viewpoint guidance applications (e.g., Facebook 360 Guide). We propose a spatial-temporal network which is (1) weakly-s…
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
Pin-Yu Chen, Yash Sharma, Huan Zhang +2
Recent studies have highlighted the vulnerability of deep neural networks (DNNs) to adversarial examples - a visually indistinguishable adversarial image can easily be crafted to c…