Feature Learning

Learning Scalable Discriminative Dictionary with Sample Relatedness CVPR 2014 Learning Sparsely Used Overcomplete Dictionaries COLT 2014 Linear Ranking Analysis CVPR 2014 Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces NeurIPS 2014 Measuring Distance Between Unordered Sets of Different Sizes CVPR 2014 Multi-View Super Vector for Action Recognition CVPR 2014 Nearest Neighbors Using Compact Sparse Codes ICML 2014 New Algorithms for Learning Incoherent and Overcomplete Dictionaries COLT 2014 Nonparametric Context Modeling of Local Appearance for Pose- and Expression-Robust Facial Landmark Localization CVPR 2014 On Multiplicative Multitask Feature Learning NeurIPS 2014 On Sparse Gaussian Chain Graph Models NeurIPS 2014 On the relations of LFPs & Neural Spike Trains NeurIPS 2014 Projective dictionary pair learning for pattern classification NeurIPS 2014 Quality-based Multimodal Classification using Tree-Structured Sparsity CVPR 2014 Quantized Kernel Learning for Feature Matching NeurIPS 2014 Random Intersection Trees JMLR 2014 Real-Time Decoding of an Integrate and Fire Encoder NeurIPS 2014 Recovery of Coherent Data via Low-Rank Dictionary Pursuit NeurIPS 2014 Scalable Non-linear Learning with Adaptive Polynomial Expansions NeurIPS 2014 Self-Paced Learning with Diversity NeurIPS 2014 Sparse Polynomial Learning and Graph Sketching NeurIPS 2014 Tight convex relaxations for sparse matrix factorization NeurIPS 2014 Zeta Hull Pursuits: Learning Nonconvex Data Hulls NeurIPS 2014 Accurate Blur Models vs. Image Priors in Single Image Super-resolution ICCV 2013 Action and Event Recognition with Fisher Vectors on a Compact Feature Set ICCV 2013