Scholar
Yan-Ying Chen
Google Scholar ID: NkgWfBQAAAAJ
Toyota Research Institute
Citations & Impact
Citations
1,051
H-index
16
i10-index
22
Publications
20
Co-authors
0
Publications
Resume
Academic Achievements
- Co-authored paper on addressing data bias problems for chest X-ray image report generation accepted by BMVC 2019.
- Published work on adversarial domain adaptation using artificial titles for abstractive title generation at ACL 2019.
- Developed ContextualNet for improving image-based localization with LSTMs, published at ICRA 2018.
- Contributed to video summarization and captioning research, presented at BMVC 2017.
- Ranked convolutional recurrent neural networks for purchase stage identification on imbalanced Twitter data, EACL 2017.
- Explored business-aware visual concept discovery for multimodal business venue recognition, AAAI 2016.
- Utilized business-aware latent topics for image captioning in social media, IEEE ICME 2016.
- Involved in multiple US patents.
Education
- Ph.D. in Computer Science, National Taiwan University, Advisors: Prof. Winston H. Hsu and Dr. Mark Liao
Background
- My interest lies at the intersection of computer vision, natural language processing, and applied machine learning. I have worked on image/video to text generation, business activity/location recognition, visual/text sentiment analysis, and recently focus on free-text report generation for medical images.
Miscellany
- No personal interests mentioned.