2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-29: Deep Learning for Time Series |
| Session Type: Poster |
| Time: Thursday, 10 June, 14:00 - 14:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Tommy Sonne Alstrøm, Technical University of Denmark |
| MLSP-29.1: SEMI-SUPERVISED TIME SERIES CLASSIFICATION BY TEMPORAL RELATION PREDICTION |
| Haoyi Fan; Harbin University of Science and Technology |
| Fengbin Zhang; Harbin University of Science and Technology |
| Ruidong Wang; Harbin University of Science and Technology |
| Xunhua Huang; Harbin University of Science and Technology |
| Zuoyong Li; Minjiang University |
| MLSP-29.2: CONTINUOUS CNN FOR NONUNIFORM TIME SERIES |
| Hui Shi; University of California, San Diego |
| Yang Zhang; MIT-IBM Watson AI Lab |
| Hao Wu; University of Illinois at Urbana-Champaign |
| Shiyu Chang; MIT-IBM Watson AI Lab |
| Kaizhi Qian; University of Illinois at Urbana-Champaign |
| Mark Hasegawa-Johnson; University of Illinois at Urbana-Champaign |
| Jishen Zhao; University of California, San Diego |
| MLSP-29.3: BLEND-RES^2NET: BLENDED REPRESENTATION SPACE BY TRANSFORMATION OF RESIDUAL MAPPING WITH RESTRAINED LEARNING FOR TIME SERIES CLASSIFICATION |
| Arijit Ukil; Tata Consultancy Services |
| Antonio J. Jara; HOP Ubiquitous (HOPU) |
| Leandro Marin; University of Murcia |
| MLSP-29.4: SPATIOTEMPORAL ATTENTION FOR MULTIVARIATE TIME SERIES PREDICTION AND INTERPRETATION |
| Tryambak Gangopadhyay; Iowa State University |
| Sin Yong Tan; Iowa State University |
| Zhanhong Jiang; Johnson Controls |
| Rui Meng; Lawrence Berkeley National Lab, UC Berkeley |
| Soumik Sarkar; Iowa State University |
| MLSP-29.5: TABULAR TRANSFORMERS FOR MODELING MULTIVARIATE TIME SERIES |
| Inkit Padhi; IBM Research |
| Yair Schiff; IBM Cloud and Cognitive Software |
| Igor Melnyk; IBM Research |
| Mattia Rigotti; IBM Research |
| Youssef Mroueh; IBM Research |
| Pierre Dognin; IBM Research |
| Jerret Ross; IBM Research |
| Ravi Nair; IBM Research |
| Erik Altman; IBM Research |
| MLSP-29.6: REAL-TIME SYNCHRONIZATION IN NEURAL NETWORKS FOR MULTIVARIATE TIME SERIES ANOMALY DETECTION |
| Ahmed Abdulaal; eBay |
| Tomer Lancewicki; eBay |