Ng Yan Bin
Research Area
- Optimal Transport
- Computer Vision
- Deep Learning
- A*STAR National Science Scholarship (PhD), 2021-2026
1. Ng, Y. B. and Gu, X. Hyperbolic Optimal Transport. Mathematics, Computation and Geometry of Data, 2025, 4(2).
2. Ng, Y. B. and Fernando, B. Weakly Supervised Action Segmentation with Effective Use of Attention and Self-Attention. Computer Vision and Image Understanding, 2021, 213.
3. Huang, X., Tan, C. S., Ng, Y. B., Shi, W., Yeo, K. H., Jiang, R., and Kim, J. J. Joint Generation and Bi-Encoder for Situated Interactive Multimodal Conversations. Proceedings of the AAAI 2021 DSTC9 Workshop, 2021.
4. Ng, Y. B. and Fernando, B. Forecasting Future Action Sequences with Attention: A New Approach to Weakly Supervised Action Forecasting. IEEE Transactions on Image Processing, 2020, 29.
5. Huminski, A. and Ng, Y. B. Automatic Extraction of Causal Chains from Text. LIBRES: Library & Information Science Research Electronic Journal, 2020, 29(2).
6. Huminski, A., Ng, Y. B., Kwok, K., and Bond, F. Commonsense Inference in Human-Robot Communication. Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing (EMNLP 2019), 2019.