Representation Learning

Collective Stability in Structured Prediction: Generalization from One Example ICML 2013 Complex Event Detection via Multi-source Video Attributes CVPR 2013 Compressed Hashing CVPR 2013 Compressive Feature Learning NeurIPS 2013 Construction of Approximation Spaces for Reinforcement Learning JMLR 2013 Contrastive Learning Using Spectral Methods NeurIPS 2013 Convex Collective Matrix Factorization AISTATS 2013 Convex Tensor Decomposition via Structured Schatten Norm Regularization NeurIPS 2013 Correlated random features for fast semi-supervised learning NeurIPS 2013 Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013 Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition ICCV 2013 Curvature-Aware Regularization on Riemannian Submanifolds ICCV 2013 Decision Jungles: Compact and Rich Models for Classification NeurIPS 2013 Deep Canonical Correlation Analysis ICML 2013 Deep content-based music recommendation NeurIPS 2013 Deep Fisher Networks for Large-Scale Image Classification NeurIPS 2013 Deformable Part Descriptors for Fine-Grained Recognition and Attribute Prediction ICCV 2013 Dense Non-rigid Point-Matching Using Random Projections CVPR 2013 Dense Object Reconstruction with Semantic Priors CVPR 2013 Density estimation from unweighted k-nearest neighbor graphs: a roadmap NeurIPS 2013 Depth Super Resolution by Rigid Body Self-Similarity in 3D CVPR 2013 Designing Category-Level Attributes for Discriminative Visual Recognition CVPR 2013 Detecting Activations over Graphs using Spanning Tree Wavelet Bases AISTATS 2013 Detecting Pulse from Head Motions in Video CVPR 2013 Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution ICCV 2013