Metric Learning

Understanding Image Virality CVPR 2015 Unsupervised Learning of Spatiotemporally Coherent Metrics ICCV 2015 Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations ICML 2015 Visalogy: Answering Visual Analogy Questions NeurIPS 2015 Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV 2015 Zero-Shot Object Recognition by Semantic Manifold Distance CVPR 2015 Adaptive Object Retrieval with Kernel Reconstructive Hashing CVPR 2014 A Latent Source Model for Online Collaborative Filtering NeurIPS 2014 Anomaly Ranking as Supervised Bipartite Ranking ICML 2014 Asymmetric Sparse Kernel Approximations for Large-scale Visual Search CVPR 2014 Beta Process Multiple Kernel Learning CVPR 2014 Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence AISTATS 2014 Collaborative Ranking for Local Preferences AISTATS 2014 Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014 Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014 Discriminative Deep Metric Learning for Face Verification in the Wild CVPR 2014 Discriminative Metric Learning by Neighborhood Gerrymandering NeurIPS 2014 Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification CVPR 2014 Dual Linear Regression Based Classification for Face Cluster Recognition CVPR 2014 Efficient Learning of Mahalanobis Metrics for Ranking ICML 2014 Event Detection using Multi-Level Relevance Labels and Multiple Features CVPR 2014 Fantope Regularization in Metric Learning CVPR 2014 Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction CVPR 2014 Fine-Grained Visual Comparisons with Local Learning CVPR 2014 Geodesic Distance Function Learning via Heat Flow on Vector Fields ICML 2014