A deep matrix factorization method for learning attribute representations

10 September 2015

George Trigeorgis

Konstantinos Bousmalis

S. Zafeiriou

Bjoern W. Schuller

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Papers citing "A deep matrix factorization method for learning attribute representations"

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Title
HOME-3: High-Order Momentum Estimator with Third-Power Gradient for Convex and Smooth Nonconvex Optimization Wei Zhang Arif Hassan Zidan Afrar Jahin Wei Zhang Tianming Liu ODL 16 0 0 16 May 2025
Permutation Randomization on Nonsmooth Nonconvex Optimization: A Theoretical and Experimental Study Wei Zhang Arif Hassan Zidan Afrar Jahin Wei Zhang Tianming Liu 16 0 0 16 May 2025
Balanced Multi-view Clustering Zhenglai Li Jun Wang Chang-Fu Tang Xinzhong Zhu Wei Zhang Xinwang Liu 81 0 0 05 Jan 2025
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey Farid Saberi-Movahed Kamal Berahmand Razieh Sheikhpour Yuefeng Li Shirui Pan 37 7 0 06 May 2024
Deep State-Space Model for Predicting Cryptocurrency Price Shalini Sharma A. Majumdar Émilie Chouzenoux Victor Elvira 30 0 0 21 Nov 2023
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling T. Will R. Zhang E. Sadovnik M. Gao Joshua Vendrow Jamie Haddock Denali Molitor Deanna Needell BDL 13 9 0 28 Feb 2023
SENDER: SEmi-Nonlinear Deep Efficient Reconstructor for Extraction Canonical, Meta, and Sub Functional Connectivity in the Human Brain Wei Zhang Yun-Jian Bao 14 0 0 12 Sep 2022
DELMAR: Deep Linear Matrix Approximately Reconstruction to Extract Hierarchical Functional Connectivity in the Human Brain Wei Zhang Yun-Jian Bao 27 2 0 20 May 2022
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review Xin-Ru Feng Hengchao Li Rui Wang Q. Du Wenxuan Wang Antonio J. Plaza 27 65 0 20 May 2022
Consistency and Diversity induced Human Motion Segmentation Tao Zhou Huazhu Fu Chen Gong Ling Shao Fatih Porikli Haibin Ling Jianbing Shen 19 22 0 10 Feb 2022
A Generalized Hierarchical Nonnegative Tensor Decomposition Joshua Vendrow Jamie Haddock Deanna Needell 33 3 0 30 Sep 2021
Deep Incomplete Multi-View Multiple Clusterings Shaowei Wei Jun Wang Guoxian Yu C. Domeniconi Xiangliang Zhang 13 15 0 02 Oct 2020
Deep matrix factorizations Pierre De Handschutter Nicolas Gillis Xavier Siebert BDL 43 40 0 01 Oct 2020
A Survey on Concept Factorization: From Shallow to Deep Representation Learning Zhao Zhang Yan Zhang Mingliang Xu Li Zhang Yi Yang Shuicheng Yan 26 30 0 31 Jul 2020
Deep Self-representative Concept Factorization Network for Representation Learning Yan Zhang Zhao Zhang Zheng-Wei Zhang Mingbo Zhao Li Zhang Zhengjun Zha Meng Wang 29 15 0 13 Dec 2019
Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning Vanika Singhal Jyoti Maggu A. Majumdar 24 86 0 11 Dec 2019
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification Vanika Singhal A. Majumdar 24 14 0 11 Dec 2019
Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI Dushyant Sahoo D. Bassett Christos Davatzikos 22 2 0 19 Jun 2019
Implicit Regularization in Deep Matrix Factorization Sanjeev Arora Nadav Cohen Wei Hu Yuping Luo AI4CE 38 493 0 31 May 2019
Identification of multi-scale hierarchical brain functional networks using deep matrix factorization Hongming Li Xiaofeng Zhu Yong-Xian Fan 20 18 0 14 Sep 2018
Sparse Deep Nonnegative Matrix Factorization Zhenxing Guo Shihui Zhang 19 33 0 28 Jul 2017