2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-20: Attention and Autoencoder Networks |
| Session Type: Poster |
| Time: Wednesday, 9 June, 15:30 - 16:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Danilo Comminiello, Sapienza University of Rome |
| MLSP-20.1: CONTINUOUS-TIME SELF-ATTENTION IN NEURAL DIFFERENTIAL EQUATION |
| Jen-Tzung Chien; National Chiao Tung University |
| Yi-Hsiang Chen; National Chiao Tung University |
| MLSP-20.2: BLIND DEINTERLEAVING OF SIGNALS IN TIME SERIES WITH SELF-ATTENTION BASED SOFT MIN-COST FLOW LEARNING |
| Oğul Can; Middle East Technical University |
| Yeti Z. Gürbüz; Middle East Technical University |
| Berkin Yıldırım; ASELSAN A. Ş. |
| A. Aydın Alatan; Middle East Technical University |
| MLSP-20.3: ATTENTION ON ATTENTION SPARSE DENSE CONVOLUTIONAL NETWORK FOR FINANCIAL SIGNAL PROCESSING |
| Tianlei Zhu; Tsinghua University |
| Jiawei Li; Tsinghua University |
| Xinji Liu; Shenzhen Wukong Investment Management Co.Ltd |
| Yong Jiang; Tsinghua University |
| Shu-Tao Xia; Tsinghua University |
| MLSP-20.4: STOCK MOVEMENT PREDICTION AND PORTFOLIO MANAGEMENT VIA MULTIMODAL LEARNING WITH TRANSFORMER |
| Divyanshu Daiya; The LNM Institute of Information Technology |
| Che Lin; National Taiwan University |
| MLSP-20.5: A QUATERNION-VALUED VARIATIONAL AUTOENCODER |
| Eleonora Grassucci; Sapienza University of Rome |
| Danilo Comminiello; Sapienza University of Rome |
| Aurelio Uncini; Sapienza University of Rome |
| MLSP-20.6: LEARNING A SPARSE GENERATIVE NON-PARAMETRIC SUPERVISED AUTOENCODER |
| Michel Barlaud; University Cote d'azur |
| Frederic Guyard; Orange Labs |