MLSP-P4: Deep Learning Applications III |
| Session Type: Poster |
| Time: Tuesday, May 14, 17:30 - 19:30 |
| Location: Poster Area H, East Bar, First Floor |
| Session Chair: Robert Jenssen, UiT, The Arctic University of Norway |
| MLSP-P4.1: MULTIPLE-GRAPH RECURRENT GRAPH CONVOLUTIONAL NEURAL NETWORK ARCHITECTURES FOR PREDICTING DISEASE OUTCOMES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Juliette Valenchon; McGill University |
| Mark Coates; McGill University |
| MLSP-P4.2: JOINT STRUCTURED GRAPH LEARNING AND CLUSTERING BASED ON CONCEPT FACTORIZATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yong Peng; Hangzhou Dianzi University |
| Rixin Tang; Hangzhou Dianzi University |
| Wanzeng Kong; Hangzhou Dianzi University |
| Jianhai Zhang; Hangzhou Dianzi University |
| Feiping Nie; Northwestern Polytechnical University |
| Andrzej Cichocki; Skolkovo Institute of Science and Technology |
| MLSP-P4.3: GENERATIVE GRAPH CONVOLUTIONAL NETWORK FOR GROWING GRAPHS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Da Xu; Walmart Labs |
| Chuanwei Ruan; Walmart Labs |
| Kamiya Motwani; Walmart Labs |
| Evren Korpeoglu; Walmart Labs |
| Sushant Kumar; Walmart Labs |
| Kannan Achan; Walmart Labs |
| MLSP-P4.4: UNSUPERVISED FEATURE RANKING AND SELECTION BASED ON AUTOENCODERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sasan Sharifipour; AI & ML Center of Part |
| Hossein Fayyazi; AI & ML Center of Part |
| Mohammad Sabokrou; Institute for Research in Fundamental Sciences (IPM) |
| Ehsan Adeli; Stanford University |
| MLSP-P4.5: D2PGGAN: TWO DISCRIMINATORS USED IN PROGRESSIVE GROWING OF GANS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhaoyu Zhang; University of Science and Technology of China |
| Mengyan Li; University of Science and Technology of China |
| Jun Yu; University of Science and Technology of China |
| MLSP-P4.6: NONLINEAR MULTI-SCALE SUPER-RESOLUTION USING DEEP LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Kenneth Tran; North Carolina State University |
| Ashkan Panahi; North Carolina State University |
| Aniruddha Adiga; North Carolina State University |
| Wesam Sakla; Lawrence Livermore National Laboratory |
| Hamid Krim; North Carolina State University |
| MLSP-P4.7: DUAL-STREAM CNN FOR STRUCTURED TIME SERIES CLASSIFICATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shuchen Weng; Tianjin University |
| Wenbo Li; University at Albany, SUNY |
| Yi Zhang; Tianjin University |
| Siwei Lyu; University at Albany, SUNY |
| MLSP-P4.8: LEARNING LOW RANK AND SPARSE MODELS VIA ROBUST AUTOENCODERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jie Pu; Imperial College London |
| Yannis Panagakis; Imperial College London |
| Maja Pantic; Imperial College London |
| MLSP-P4.9: BOOTSTRAPPING GRAPH CONVOLUTIONAL NEURAL NETWORKS FOR AUTISM SPECTRUM DISORDER CLASSIFICATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Rushil Anirudh; Lawrence Livermore National Laboratory |
| Jayaraman J. Thiagarajan; Lawrence Livermore National Laboratory |