08:30am - 08:50am | Registration | |
08:50am - 09:00am | Opening remarks Hui Ji, National University of Singapore, Singapore | |
09:00am - 10:00am | Distinguished Visitor Lecture Series: Overcoming the Curse of Dimensionality for Hamilton-Jacobi equations with Applications to Control and Differential Games (PDF) | Stanley Osher University of California, Los Angeles, USA |
10:00am - 10:30am | --- Group Photo & Coffee Break --- | |
10:30am - 11:10am | Data recovery on manifolds: a theoretical framework (PDF) | Yang Wang The Hong Kong University of Science & Technology, Hong Kong |
11:10am - 11:50am | Bi-modality joint image reconstruction and fusion by tight frame | Xiaoqun Zhang Shanghai Jiaotong University, China |
11:50am - 02:00pm | --- Lunch Break --- | |
02:00pm - 03:00pm | Sketchy decisions: low-rank matrix optimization with optimal storage (PDF) | Joel A. Tropp California Institute of Technology, USA |
03:00pm - 03:30pm | --- Coffee Break --- | |
03:30pm - 04:10pm | Non-convex methods for low-rank matrix reconstruction (PDF) | Jian-Feng Cai Hong Kong University of Science and Technology, Hong Kong |
04:10pm - 04:50pm | Understanding data from incomplete inter-point distance via locally low-rank matrix completion and geometric PDEs (PDF) | Rongjie Lai Rensselaer Polytechnic Institute , USA |
08:45am - 09:00am | Registration | |
09:00am - 10:00am | Distinguished Visitor Lecture Series: What Mathematical Algorithms Can Do For the Real (and Even Fake) World (PDF) | Stanley Osher University of California, Los Angeles, USA |
10:00am - 10:30am | --- Coffee Break --- | |
10:30am - 11:10am | Toward spatially-varying blind image deconvolution: models and techniques (PDF) | Hui Ji National University of Singapore, Singapore |
11:10am - 11:50am | Sparse approximation: from image restoration to high dimensional classification (PDF) | Bin Dong Peking University, China |
11:50am - 02:00pm | --- Lunch Break --- | |
02:00pm - 03:00pm | Artificial intelligence in medicine (AIM) (PDF) | Steve Jiang The University of Texas Southwestern Medical Center, USA |
03:00pm - 03:30pm | --- Coffee Break --- | |
03:30pm - 04:10pm | Convex and non-convex optimization in image recovery and segmentation (PDF) | Tieyong Zeng Hong Kong Baptist University, Hong Kong |
04:10pm - 04:50pm | Manifold learning for brain morphological shapes | Anqi Qiu National University of Singapore, Singapore |
08:45am - 09:00am | Registration | |
09:00am - 10:00am | An approach to statistical shape analysis (PDF) | Fadil Santosa University of Minnesota, USA |
10:00am - 10:30am | --- Coffee Break --- | |
10:30am - 11:10am | Multiscale representation of deformation via Beltrami coefficients (PDF) | Ronald Lok Ming Lui The Chinese University of Hong Kong, Hong Kong |
11:10am - 11:50am | Multivariate wavelet frames through constant matrix completion via the duality principle (PDF) | Andreas Heinecke National University of Singapore, Singapore |
11:50am - 02:00pm | --- Lunch Reception at IMS --- | |
02:00pm - 03:00pm | Should one use an educated or uneducated basis? (PDF) | Hongkai Zhao University of California, Irvine, USA |
03:00pm - 03:30pm | --- Coffee Break --- | |
03:30pm - 04:10pm | Minimizing the difference of L1 and L2 norms with applications (PDF) | Yifei Lou The University of Texas at Dallas, USA |
04:10pm - 04:35pm | Proximal alternating algorithms in dictionary learning (PDF) | Chenglong Bao National University of Singapore, Singapore |
04:35pm - 05:00pm | MRA-based wavelet frames and digital Gabor filters (PDF) | Yufei Zhao National University of Singapore, Singapore |
08:45am - 09:00am | Registration | |
09:00am - 10:00am | Multiscale high-dimensional learning and deep neural networks (PDF) | Stéphane Mallat École Normale Supérieure, France |
10:00am - 10:30am | --- Coffee Break --- | |
10:30am - 11:10am | What happened to the representations of perception? (PDF) | Cornelia Fermüller University of Maryland, USA |
11:10am - 11:50am | Fast computing via recursive dyadic partitioning for statistical dependency (PDF) | Xiaoming Huo Georgia Institute of Technology, USA |
11:50am - 02:00pm | --- Lunch Break --- | |
02:00pm - 03:00pm | Signal modeling: from convolutional sparse coding to convolutional neural networks (PDF) | Michael Elad Technion - Israel Institute of Technology, Israel |
03:00pm - 03:30pm | --- Coffee Break --- | |
03:30pm - 04:10pm | Influence prediction for continuous-time information propagation on networks using graph-based Fokker-Planck equation | Haomin Zhou George Intitute of Technology, USA |
04:10pm - 04:35pm | Wavelet frames on the sphere for sparse representations in high angular resolution diffusion imaging (PDF) | Weiqiang Chen National University of Singapore, Singapore |
08:45am - 09:00am | Registration | |
09:00am - 10:00am | Dual principal component pursuit | René Vidal John Hopkins University, USA |
10:00am - 10:30am | --- Coffee Break --- | |
10:30am - 11:10am | Principal sub-manifolds (PDF) | Zhigang Yao National University of Singapore, Singapore |
11:10am - 11:50am | The unitary extension principle on locally compact abelian groups | Say Song Goh National University of Singapore, Singapore |
11:50am - 02:00pm | --- Lunch Break --- | |
02:00pm - 02:40pm | Multiresolution analysis and wavelets on hierarchical data trees (PDF) | Jianzhong Wang Sam Houston State University, USA |
02:40pm - 03:20pm | Spatially distributed systems for signal sampling and reconstruction (PDF) | Qiyu Sun University of Central Florida, USA |
03:20pm - 03:50pm | --- Coffee Break --- | |
03:50pm - 04:50pm | Image restoration and beyond | Zuowei Shen National University of Singapore, Singapore |