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Metric Learning

2800 directly classified papers

Papers per year

Papers

Learning Binary Codes for Maximum Inner Product Search ICCV 2015
Learning Query and Image Similarities With Ranking Canonical Correlation Analysis ICCV 2015
Statistical Model Criticism using Kernel Two Sample Tests NIPS 2015
Associative Memory via a Sparse Recovery Model NIPS 2015
Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold CVPR 2015
Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval CVPR 2015
Submodular Hamming Metrics NIPS 2015
Principal Differences Analysis: Interpretable Characterization of Differences between Distributions NIPS 2015
Statistical Topological Data Analysis - A Kernel Perspective NIPS 2015
From random walks to distances on unweighted graphs NIPS 2015
SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk NIPS 2015
Learning Descriptors for Object Recognition and 3D Pose Estimation CVPR 2015
Best-Buddies Similarity for Robust Template Matching CVPR 2015
Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval CVPR 2015
Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation AISTATS 2015
Semantic Video Entity Linking Based on Visual Content and Metadata ICCV 2015
A Novel Locally Linear KNN Model for Visual Recognition CVPR 2015
Zero-Shot Object Recognition by Semantic Manifold Distance CVPR 2015
Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification CVPR 2015
Complexity-Adaptive Distance Metric for Object Proposals Generation CVPR 2015
Understanding Image Virality CVPR 2015
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets CVPR 2015
Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning CVPR 2015
Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition CVPR 2015
Deep Visual Analogy-Making NIPS 2015