SS-P2: Learning Methods in Complex and Hypercomplex Domains

Session Type: Poster

Time: Tuesday, May 14, 17:30 - 19:30

Location: Poster Area J

SS-P2.1: ESTIMATION OF WIDELY FACTORIZABLE HYPERCOMPLEX SIGNALS WITH UNCERTAIN OBSERVATIONS

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

Florent Chatelain; Univ. Grenoble Alpes

Nicolas Le Bihan; CNRS

SS-P2.3: QUATERNION CONVOLUTIONAL NEURAL NETWORKS FOR HETEROGENEOUS IMAGE PROCESSING

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

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

Clive Cheong Took; Royal Holloway University of London

Yili Xia; Southeast University China

SS-P2.6: WIDELY LINEAR KERNELS FOR COMPLEX-VALUED KERNEL ACTIVATION FUNCTIONS

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

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

Takehiko Mizoguchi; Tokyo Institute of Technology

Isao Yamada; Tokyo Institute of Technology