Unsupervised Learning

Divvy: Fast and Intuitive Exploratory Data Analysis JMLR 2013 Domain Adaptive Classification ICCV 2013 Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture NeurIPS 2013 Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis CVPR 2013 Embed and Project: Discrete Sampling with Universal Hashing NeurIPS 2013 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013 Extracting regions of interest from biological images with convolutional sparse block coding NeurIPS 2013 Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis NeurIPS 2013 Generalized Denoising Auto-Encoders as Generative Models NeurIPS 2013 GRASP Recurring Patterns from a Single View CVPR 2013 Image Co-segmentation via Consistent Functional Maps ICCV 2013 Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions CVPR 2013 Is There a Procedural Logic to Architecture? CVPR 2013 Kernel Null Space Methods for Novelty Detection CVPR 2013 Language-Motivated Approaches to Action Recognition JMLR 2013 Large-Scale Video Summarization Using Web-Image Priors CVPR 2013 Learning a Deep Compact Image Representation for Visual Tracking NeurIPS 2013 Learning and Selecting Features Jointly with Point-wise Gated Boltzmann Machines ICML 2013 Learning Graph Matching: Oriented to Category Modeling from Cluttered Scenes ICCV 2013 Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition NeurIPS 2013 Learning Multi-level Sparse Representations NeurIPS 2013 Learning Multiple Behaviors from Unlabeled Demonstrations in a Latent Controller Space ICML 2013 Learning Multiple Models via Regularized Weighting NeurIPS 2013 Learning Multiple Non-linear Sub-spaces Using K-RBMs CVPR 2013 Learning Parts-based Representations with Nonnegative Restricted Boltzmann Machine ACML 2013