9:00am - 9:20am
| Introduction of A*STAR-CFAR
Prof Ivor TSANG
Director, CFAR |
9:20am - 9:40am
| Introduction of RIKEN-AIP
Prof Masashi SUGIYAMA
Director, Riken Centre for Advanced Intelligence Project (AIP) Professor, Department of Complexity Science and Engineering, Graduate School of Frontier Sciences, The University of Tokyo |
| 9:40am - 10:00am | Robust VisIntel: A Roadmap towards Robust Visual Intelligence
Dr Qing GUO
Scientist, CFAR |
| 10:00am - 10:25am | Applications of Adversarial Robustness
Dr Jingfeng ZHANG
Postdoctoral Researcher, Imperfect Information Learning Team Riken Centre for Advanced Intelligence Project (AIP) |
| 10:25am – 10:55am | Tea Break |
| 10:55am – 11:15am | Structured Feature Maps for Kernel Approximation
Dr Yueming LYU
Scientist, CFAR |
| 11:15am - 11:40am | Parameter Averaging for SGD Stabilises the Implicit Bias towards Flat Regions
Prof Atsushi NITANDA
Associate Professor, Graduate School of Computer Science and Systems Engineering, Kyushu Institute of Technology Visiting Scientist, Deep Learning Theory Team, Riken Centre for Advanced Intelligence Project (AIP) |
| 11:40am – 12.00pm | Fast and Robust Rank Aggregation Against Model Misspecification
Dr Yuangang PAN
Scientist, CFAR |
| 12:00pm – 1:15pm | Lunch Break
|
| 1:15pm – 1:40pm | Efficient Machine Learning with Tensor Networks
Prof Qibin ZHAO
Team Leader, Tensor Learning Team, Riken Centre for Advanced Intelligence Project (AIP)
|
| 1:40pm – 2:00pm | Unsupervised Domain Adaptation for Action Recognition
Dr Ying SUN
Scientist, CFAR Joint Appointee |
| 2:00pm – 2:25pm | Geometry of Gaussian Measures and Gaussian Processes: From Information Geometry to Optimal Transport
Prof Minh HA QUANG
Unit Leader, Functional Analytic Learning Unit, Riken Centre for Advanced Intelligence Project (AIP) |
| 2:25pm – 2:45pm | Algorithms for Source Free Domain Adaptation
Dr Chuansheng FOO
Senior Scientist, CFAR Joint Appointee |
| 2:45pm – 3:15pm | Tea Break |
| 3:15pm – 3:40pm | Eye Movement Abnormalities in Older Adults With and Without Mild Cognitive Impairment
Dr Alexandra WOLF
Special Postdoctoral Researcher, Cognitive Behavioral Assistive Technology Team, Riken Centre for Advanced Intelligence Project (AIP) |
| 3:40pm – 4:00pm | Can Model Compression Really Save Energy?
Dr Joey ZHOU
Senior Scientist, CFAR |
| 4:00pm – 4:25pm | Addressing Practical Challenges from Medical to General Applications
Dr Lin GU
Research Scientist, Machine Intelligence for Medical Engineering Team, Riken Centre for Advanced Intelligence Project (AIP) |
| 4:25pm – 4:45pm | Shape-Texture Debiased Continual Learning
Dr Zenglin SHI
Scientist, A*STAR |
| 4:45pm – 5:05pm | Learning Weisfeiler-Lehman Representations with Structure Enhanced Graph Neural Networks
Dr Tiantian HE
Scientist, CFAR |
| 5:05pm – 5:25pm | DaisyRec: Benchmarking Recommendation for Rigorous Evaluation
Dr Zhu SUN
Scientist, CFAR |
| 5:25pm – 5:30pm | Closing
Prof Yew Soon ONG
Chief Artificial Intelligence Scientist, A*STAR President's Chair Professor of Computer Science, NTU Singapore
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