MLSP-L5: Deep Learning Applications II |
| Session Type: Lecture |
| Time: Wednesday, May 15, 16:00 - 18:00 |
| Location: Auditorium 2 |
| Session Chair: Danilo Comminiello, DIET Dept, Sapienza University of Rome |
| MLSP-L5.1: FORKED RECURRENT NEURAL NETWORK FOR HAND GESTURE CLASSIFICATION USING INERTIAL MEASUREMENT DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Philipp Koch; University of Lübeck |
| Nele Brügge; University of Lübeck |
| Huy Phan; University of Kent |
| Marco Maass; University of Lübeck |
| Alfred Mertins; University of Lübeck |
| MLSP-L5.2: MISSING DATA IN TRAFFIC ESTIMATION: A VARIATIONAL AUTOENCODER IMPUTATION METHOD |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Guillem Boquet; Universitat Autònoma de Barcelona |
| Jose Lopez Vicario; Universitat Autònoma de Barcelona |
| Antoni Morell; Universitat Autònoma de Barcelona |
| Javier Serrano; Universitat Autònoma de Barcelona |
| MLSP-L5.4: LOW-COST MEASUREMENT OF INDUSTRIAL SHOCK SIGNALS VIA DEEP LEARNING CALIBRATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Houpu Yao; Arizona State University |
| Jingjing Wen; Northwestern Polytechnical University |
| Yi Ren; Arizona State University |
| Bin Wu; Arizona State University |
| Ze Ji; Cardiff University |
| MLSP-L5.5: EFFICIENT MULTI-AGENT COOPERATIVE NAVIGATION IN UNKNOWN ENVIRONMENTS WITH INTERLACED DEEP REINFORCEMENT LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yue Jin; Tsinghua University |
| Yaodong Zhang; Tsinghua University |
| Jian Yuan; Tsinghua University |
| Xudong Zhang; Tsinghua University |
| MLSP-L5.6: DEEP COMPLEX-VALUED NEURAL BEAMFORMERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Lukas Pfeifenberger; Graz University of Technology |
| Matthias Zöhrer; Graz University of Technology |
| Franz Pernkopf; Graz University of Technology |