SS-P4: Tensor-based Machine Learning for Multi-dimensional Signal Processing |
| Session Type: Poster |
| Time: Thursday, May 16, 13:00 - 15:00 |
| Location: Poster Area H, East Bar, First Floor |
| Session Chairs: Masashi Sugiyama, RIKEN Center for Advanced Intelligence Project/The University of Tokyo, Qibin Zhao, RIKEN Center for Advanced Intelligence Project and Guoxu Zhou, Guangdong University of Technology |
| SS-P4.1: BRAIN CORRELATES OF TASK-LOAD AND DEMENTIA ELUCIDATION WITH TENSOR MACHINE LEARNING USING ODDBALL BCI PARADIGM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tomasz M. Rutkowski; RIKEN Center for Advanced Intelligence Project |
| Marcin Koculak; Jagiellonian University |
| Masato S. Abe; RIKEN Center for Advanced Intelligence Project |
| Mihoko Otake-Matsuura; RIKEN Center for Advanced Intelligence Project |
| SS-P4.2: CUTENSOR-TUBAL: OPTIMIZED GPU LIBRARY FOR LOW-TUBAL-RANK TENSORS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tao Zhang; Shanghai University |
| Xiao-Yang Liu; Columbia University |
| SS-P4.3: FAST IMPLEMENTATION OF DOUBLE-COUPLED NONNEGATIVE CANONICAL POLYADIC DECOMPOSITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Xiulin Wang; Dalian University of Technology/University of Jyväskylä |
| Tapani Ristaniemi; University of Jyväskylä |
| Fengyu Cong; Dalian University of Technology/University of Jyväskylä |
| SS-P4.4: MEASURING THE TASK INDUCED OSCILLATORY BRAIN ACTIVITY USING TENSOR DECOMPOSITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yongjie Zhu; University of Jyvaskyla |
| Xueqiao Li; University of Jyvaskyla |
| Tapani Ristaniemi; University of Jyvaskyla |
| Fengyu Cong; Dalian University of Technology |
| SS-P4.5: TENSOR SUPER-RESOLUTION FOR SEISMIC DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Songjie Liao; University of Electronic Science and Technology of China |
| Xiao-Yang Liu; Columbia University |
| Feng Qian; University of Electronic Science and Technology of China |
| Miao Yin; University of Electronic Science and Technology of China |
| Guang-Min Hu; University of Electronic Science and Technology of China |
| SS-P4.6: TOTAL-VARIATION-REGULARIZED TENSOR RING COMPLETION FOR REMOTE SENSING IMAGE RECONSTRUCTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Wei He; RIKEN |
| Longhao Yuan; RIKEN |
| Naoto Yokoya; RIKEN |
| SS-P4.7: LEARNING EFFICIENT TENSOR REPRESENTATIONS WITH RING-STRUCTURED NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Qibin Zhao; RIKEN Center for Advanced Intelligence Project |
| Masashi Sugiyama; RIKEN Center for Advanced Intelligence Project/The University of Tokyo |
| Longhao Yuan; Saitama Institute of Technology/RIKEN Center for Advanced Intelligence Project |
| Andrzej Cichocki; Skolkovo Institute of Science and Technology |
| SS-P4.8: GRAPH REGULARIZED NONNEGATIVE TUCKER DECOMPOSITION FOR TENSOR DATA REPRESENTATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yuning Qiu; Guangdong University of Technology |
| Guoxu Zhou; Guangdong University of Technology |
| Yu Zhang; Stanford University |
| Shengli Xie; Guangdong University of Technology |