SS-L22: Neural Networks for Signal Processing Applications |
| Session Type: Lecture |
| Time: Friday, May 17, 16:00 - 18:00 |
| Location: Auditorium 2 |
| Session Chairs: Alexandros Iosifidis, Aarhus, Anastasios Tefas, Aristotle University of Thessaloniki and Dimitrios Milioris, Nokia Bell Labs |
| SS-L22.1: EFFICIENT INDOOR LOCALIZATION VIA REINFORCEMENT LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Dimitris Milioris; Nokia Bell Labs & MIT |
| SS-L22.2: LEARNING TO RANK: A PROGRESSIVE NEURAL NETWORK LEARNING APPROACH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Dat Thanh Tran; Tampere University of Technology |
| Alexandros Iosifidis; Aarhus University |
| SS-L22.3: 1-D CONVOLUTIONAL NEURAL NETWORKS FOR SIGNAL PROCESSING APPLICATIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Serkan Kiranyaz; Qatar University |
| Turker Ince; Electrical & Electronics Engineering Department, Izmir University of Economics |
| Osama Abdeljaber; Qatar University |
| Onur Avci; Qatar University |
| Moncef Gabbouj; Tampere University of Technology |
| SS-L22.4: QUASI BLACK HOLE EFFECT OF GRADIENT DESCENT IN LARGE DIMENSION: CONSEQUENCE ON NEURAL NETWORK LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Anne Bouillard; Nokia Bell Labs |
| Philippe Jacquet; Nokia Bell Labs |
| SS-L22.5: LEVERAGING IMAGE-TO-IMAGE TRANSLATION GENERATIVE ADVERSARIAL NETWORKS FOR FACE AGING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Evangelia Pantraki; Aristotle University of Thessaloniki |
| Constantine Kotropoulos; Aristotle University of Thessaloniki |
| Andreas Lanitis; Cyprus University of Technology |
| SS-L22.6: DEEP CONVOLUTIONAL FEATURE HISTOGRAMS FOR VISUAL OBJECT TRACKING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Paraskevi Nousi; Computer Science Department, Aristotle University of Thessaloniki |
| Anastasios Tefas; Computer Science Department, Aristotle University of Thessaloniki |
| Ioannis Pitas; Computer Science Department, Aristotle University of Thessaloniki |