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latent factor

49 papers

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Co-occurring keywords

variational inference (2069) latent factor model (50) matrix factorization (529) variational autoencoder (1288) causal inference (1630) disentangled representation (521) generative model (2892) collaborative filtering (300) representation learning (6206) factor analysis (62)

Papers

Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective ICML 2020
Dirichlet Graph Variational Autoencoder NIPS 2020
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis ICML 2020
Learning to Manipulate Individual Objects in an Image CVPR 2020
Determining the Number of Latent Factors in Statistical Multi-Relational Learning JMLR 2019
Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019
Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network CVPR 2019
ISLF: Interest Shift and Latent Factors Combination Model for Session-based Recommendation IJCAI 2019
NeuRec: On Nonlinear Transformation for Personalized Ranking IJCAI 2018
QuaSE: Sequence Editing under Quantifiable Guidance EMNLP 2018
Multi-Level Factorisation Net for Person Re-Identification CVPR 2018
A Deep Framework for Cross-Domain and Cross-System Recommendations IJCAI 2018
Dynamic Collaborative Filtering With Compound Poisson Factorization AISTATS 2017
GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis JMLR 2017
Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization MLHC 2016
Latent Factor Guided Convolutional Neural Networks for Age-Invariant Face Recognition CVPR 2016
Sparse Submodular Probabilistic PCA AISTATS 2015
A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response AISTATS 2014
Inferring Unseen Views of People CVPR 2014
Discovering Structure in High-Dimensional Data Through Correlation Explanation NIPS 2014
Fast Max-Margin Matrix Factorization with Data Augmentation ICML 2013
Hidden Factor Analysis for Age Invariant Face Recognition ICCV 2013
Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction NIPS 2012
Variational bounds for mixed-data factor analysis NIPS 2010