SS-P2: Learning Methods in Complex and Hypercomplex Domains |
| Session Type: Poster |
| Time: Tuesday, May 14, 17:30 - 19:30 |
| Location: Poster Area J, West Bar, First Floor |
| Session Chairs: Danilo Comminiello, Sapienza University of Rome and Clive Cheong Took, Royal Holloway University of London |
| SS-P2.1: ESTIMATION OF WIDELY FACTORIZABLE HYPERCOMPLEX SIGNALS WITH UNCERTAIN OBSERVATIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Rosa M. Fernandez-Alcala; University of Jaen |
| Jose D. Jimenez-Lopez; University of Jaen |
| Jesus Navarro-Moreno; University of Jaen |
| Juan C. Ruiz-Molina; University of Jaen |
| Nicolas Le Bihan; University of Grenoble-Alpes |
| SS-P2.2: EXACT DISTRIBUTION AND HIGH-DIMENSIONAL ASYMPTOTICS FOR IMPROPERNESS TEST OF COMPLEX SIGNALS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Florent Chatelain; Université Grenoble Alpes |
| Nicolas Le Bihan; CNRS |
| SS-P2.3: QUATERNION CONVOLUTIONAL NEURAL NETWORKS FOR HETEROGENEOUS IMAGE PROCESSING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Titouan Parcollet; Université d'Avignon - ORKIS |
| Mohamed Morchid; Université d'Avignon |
| Georges Linarès; Université d'Avignon |
| SS-P2.4: BIDIRECTIONAL QUATERNION LONG SHORT-TERM MEMORY RECURRENT NEURAL NETWORKS FOR SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Titouan Parcollet; Université d'Avignon - ORKIS |
| Mohamed Morchid; Université d'Avignon |
| Georges Linarès; Université d'Avignon |
| Renato De Mori; McGill University |
| SS-P2.5: MULTICHANNEL QUATERNION LEAST MEAN SQUARE ALGORITHM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Clive Cheong Took; Royal Holloway University of London |
| Yili Xia; Southeast University |
| SS-P2.6: WIDELY LINEAR KERNELS FOR COMPLEX-VALUED KERNEL ACTIVATION FUNCTIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Simone Scardapane; Sapienza University of Rome |
| Steven Van Vaerenbergh; University of Cantabria |
| Danilo Comminiello; Sapienza University of Rome |
| Aurelio Uncini; Sapienza University of Rome |
| SS-P2.7: QUATERNION CONVOLUTIONAL NEURAL NETWORKS FOR DETECTION AND LOCALIZATION OF 3D SOUND EVENTS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Danilo Comminiello; Sapienza University of Rome |
| Marco Lella; Sapienza University of Rome |
| Simone Scardapane; Sapienza University of Rome |
| Aurelio Uncini; Sapienza University of Rome |
| SS-P2.8: HYPERCOMPLEX LOW RANK MATRIX COMPLETION WITH NON-NEGATIVE CONSTRAINTS VIA CONVEX OPTIMIZATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Takehiko Mizoguchi; Tokyo Institute of Technology |
| Isao Yamada; Tokyo Institute of Technology |