Representation Learning

Online Feature Selection for Model-based Reinforcement Learning ICML 2013 Online Latent Dirichlet Allocation with Infinite Vocabulary ICML 2013 Online PCA for Contaminated Data NeurIPS 2013 Online Robust Dictionary Learning CVPR 2013 On the Convergence of Maximum Variance Unfolding JMLR 2013 On the Representational Efficiency of Restricted Boltzmann Machines NeurIPS 2013 On the Sample Complexity of Subspace Learning NeurIPS 2013 Optimally Fuzzy Temporal Memory JMLR 2013 Optimal Neural Population Codes for High-dimensional Stimulus Variables NeurIPS 2013 Parallel Vector Field Embedding JMLR 2013 Parameter Learning and Convergent Inference for Dense Random Fields ICML 2013 Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision ICCV 2013 Pass-efficient unsupervised feature selection NeurIPS 2013 Pedestrian Parsing via Deep Decompositional Network ICCV 2013 Perfect Associative Learning with Spike-Timing-Dependent Plasticity NeurIPS 2013 Pixel-Level Hand Detection in Ego-centric Videos CVPR 2013 Principal Component Analysis on non-Gaussian Dependent Data ICML 2013 Probabilistic Principal Geodesic Analysis NeurIPS 2013 Provable Subspace Clustering: When LRR meets SSC NeurIPS 2013 Random Grids: Fast Approximate Nearest Neighbors and Range Searching for Image Search ICCV 2013 Recognize Human Activities from Partially Observed Videos CVPR 2013 Recognizing Activities via Bag of Words for Attribute Dynamics CVPR 2013 Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NeurIPS 2013 Regularization-Free Principal Curve Estimation JMLR 2013 Relative Attributes for Large-Scale Abandoned Object Detection ICCV 2013