MLSP-P15: Matrix Factorization and Source Separation
Wed, 17 Apr, 13:10 - 15:10 (UTC +9)
Location: Poster Zone 3C
Session Type: Poster
Session Chair: Petros Maragos, National Technical University of Athens
Track: Machine Learning for Signal Processing
Click the to view the manuscript on IEEE Xplore Open Preview
 

MLSP-P15.1: DELAY EMBEDDING FOR MATRIX GRAPHICAL MODEL LEARNING FROM DEPENDENT DATA
Jitendra Tugnait, Auburn University, United States of America
 

MLSP-P15.2: FROM CONVOLUTIONAL SPARSE CODING TO *-NMF FACTORIZATION OF TIME-FREQUENCY COEFFICIENTS
Jean-Baptiste Malagnoux, Matthieu Kowalski, Université Paris-Saclay, France
 

MLSP-P15.3: ON THE EQUIVALENCE OF DYNAMIC MODE DECOMPOSITION AND COMPLEX NONNEGATIVE MATRIX FACTORIZATION
Masahiro Kohjima, NTT Corporation, Japan
 

MLSP-P15.4: MATRIX FACTORIZATION IN TROPICAL AND MIXED TROPICAL-LINEAR ALGEBRAS
Ioannis Kordonis, National Technical University of Athens, Greece; Emmanouil Theodosis, Harvard University, United States of America; George Retsinas, Petros Maragos, National Technical University of Athens, Greece
 

MLSP-P15.5: ACCELERATING GRADIENT DESCENT FOR OVER-PARAMETERIZED ASYMMETRIC LOW-RANK MATRIX SENSING VIA PRECONDITIONING
Cheng Cheng, Ziping Zhao, ShanghaiTech University, China
 

MLSP-P15.6: SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System
Jiabin Liu, Zheng Wei, Zhengpin Li, Fudan University, China; Xiaojun Mao, Shanghai Jiao Tong University, China; Jian Wang, Zhongyu Wei, Qi Zhang, Fudan University, China
 

MLSP-P15.7: FOURIER DOMAIN APPROACH FOR GALAXY SPECTRA DECONTAMINATION AND DECONVOLUTION
Mostafa Bella, Shahram Hosseini, Institut de Recherche en Astrophysique et Planétologie (IRAP), France; Hicham Saylani, Faculté des Sciences, Université Ibnou Zohr, Morocco; Thierry Contini, Tristan Grégoire, Yannick Deville, Institut de Recherche en Astrophysique et Planétologie (IRAP), France
 

MLSP-P15.8: Complex Bounded Component Analysis: Identifiability and Algorithm
Jingzhou Hu, Kejun Huang, University of Florida, United States of America
 

MLSP-P15.9: Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference
Kai Li, Tsinghua University, China; Yi Luo, Tencent, China
 

MLSP-P15.10: THE SELECTIVITY AND COMPETITION OF THE MIND’S EYE IN VISUAL PERCEPTION
Edward Kim, Drexel University, United States of America; Maryam Daniali, Children's Hospital of Philadelphia, United States of America; Jocelyn Rego, Drexel University, United States of America; Garrett Kenyon, Los Alamos National Laboratory, United States of America

MLSP-P15.11: A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation
Karn Watcharasupat, Chih-Wei Wu, Yiwei Ding, Iroro Orife, Aaron Hipple, Phillip Williams, Scott Kramer, Alexander Lerch, William Wolcott, Netflix Inc Ringgold standard institution - Audio Algorithms Los Gatos, California United States

MLSP-P15.12: Bayesian Tensor Tucker Completion With a Flexible Core
Xueke Tong, The University of Hong Kong, Hong Kong; Lei Cheng, Zhejiang University, China; Yik-Chung Wu, The University of Hong Kong, Hong Kong