Representation Learning

Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments NeurIPS 2015 A Unified Framework for Outlier-Robust PCA-like Algorithms ICML 2015 A Unified Multiplicative Framework for Attribute Learning ICCV 2015 Autoencoder Trees ACML 2015 Automatic Construction Of Robust Spherical Harmonic Subspaces CVPR 2015 A Weighted Sparse Coding Framework for Saliency Detection CVPR 2015 Bayesian Adaptive Matrix Factorization With Automatic Model Selection CVPR 2015 Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM) NeurIPS 2015 Best-Buddies Similarity for Robust Template Matching CVPR 2015 Beyond Covariance: Feature Representation With Nonlinear Kernel Matrices ICCV 2015 Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition CVPR 2015 Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains CVPR 2015 Bilinear CNN Models for Fine-Grained Visual Recognition ICCV 2015 Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery JMLR 2015 Classification with Low Rank and Missing Data ICML 2015 Collaborative Feature Learning From Social Media CVPR 2015 Collaborative Filtering with Graph Information: Consistency and Scalable Methods NeurIPS 2015 Collaboratively Learning Preferences from Ordinal Data NeurIPS 2015 Column Selection via Adaptive Sampling NeurIPS 2015 Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation CVPR 2015 Common Subspace for Model and Similarity: Phrase Learning for Caption Generation From Images ICCV 2015 Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015 Completing Any Low-rank Matrix, Provably JMLR 2015 Compositional Hierarchical Representation of Shape Manifolds for Classification of Non-Manifold Shapes ICCV 2015 Compressive spectral embedding: sidestepping the SVD NeurIPS 2015