2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

MLSP-20: Attention and Autoencoder Networks

Session Type: Poster
Time: Wednesday, 9 June, 15:30 - 16:15
Location: Gather.Town
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