Unsupervised Learning

Unsupervised Learning of Acoustic Units Using Autoencoders and Kohonen Nets Interspeech 2016 Unsupervised Learning of Discriminative Attributes and Visual Representations CVPR 2016 Unsupervised Learning of Edges CVPR 2016 Unsupervised Learning of Spoken Language with Visual Context NeurIPS 2016 Unsupervised Risk Estimation Using Only Conditional Independence Structure NeurIPS 2016 Unsupervised Stress Information Labeling Using Gaussian Process Latent Variable Model for Statistical Speech Synthesis Interspeech 2016 Visual Path Prediction in Complex Scenes With Crowded Moving Objects CVPR 2016 Action Recognition by Hierarchical Mid-Level Action Elements ICCV 2015 A Dirichlet Process Mixture Model for Spherical Data AISTATS 2015 A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure NeurIPS 2015 A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis ICCV 2015 A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NeurIPS 2015 Articulated Motion Discovery Using Pairs of Trajectories CVPR 2015 A Unified Framework for Outlier-Robust PCA-like Algorithms ICML 2015 Automatically Discovering Local Visual Material Attributes CVPR 2015 Bayesian Nonparametric Crowdsourcing JMLR 2015 Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation ICCV 2015 Collaborative Feature Learning From Social Media CVPR 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Context-based Unsupervised Data Fusion for Decision Making ICML 2015 Correlation Clustering in Data Streams ICML 2015 Cortical Learning via Prediction COLT 2015 Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain CVPR 2015 Dataset Fingerprints: Exploring Image Collections Through Data Mining CVPR 2015 Deep Exponential Families AISTATS 2015