Feature Learning

Video Synopsis by Heterogeneous Multi-source Correlation ICCV 2013 A lattice filter model of the visual pathway NeurIPS 2012 Automatic Feature Induction for Stagewise Collaborative Filtering NeurIPS 2012 Cardinality Restricted Boltzmann Machines NeurIPS 2012 Co-Regularized Hashing for Multimodal Data NeurIPS 2012 Discriminatively Trained Sparse Code Gradients for Contour Detection NeurIPS 2012 Efficient and direct estimation of a neural subunit model for sensory coding NeurIPS 2012 Efficient high dimensional maximum entropy modeling via symmetric partition functions NeurIPS 2012 Emergence of Object-Selective Features in Unsupervised Feature Learning NeurIPS 2012 Entropy Estimations Using Correlated Symmetric Stable Random Projections NeurIPS 2012 Exact Recovery of Sparsely-Used Dictionaries COLT 2012 Gradient-based kernel method for feature extraction and variable selection NeurIPS 2012 Gradient Weights help Nonparametric Regressors NeurIPS 2012 Graphical Gaussian Vector for Image Categorization NeurIPS 2012 High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NeurIPS 2012 Isotropic Hashing NeurIPS 2012 Key Instance Detection in Multi-Instance Learning ACML 2012 Learning Fourier Sparse Set Functions AISTATS 2012 Learning Image Descriptors with the Boosting-Trick NeurIPS 2012 Learning Temporal Association Rules on Symbolic Time Sequences ACML 2012 Locality Preserving Feature Learning AISTATS 2012 Locally Uniform Comparison Image Descriptor NeurIPS 2012 Local Supervised Learning through Space Partitioning NeurIPS 2012 Multi-label Subspace Ensemble AISTATS 2012 Multi-Stage Multi-Task Feature Learning NeurIPS 2012