User Diverse Preference Modeling by Multimodal Attentive Metric Learning Aug 21, 2019 Metric Learning Recommendation Systems
Code Code Available Learning Deep Representations by Mutual Information for Person Re-identification Aug 16, 2019 Metric Learning Person Re-Identification
— Unverified Sparse Bayesian approach for metric learning in latent space Aug 15, 2019 Face Recognition Hyperspectral Image Classification
Code Code Available Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation Aug 14, 2019 3D Human Pose Estimation Metric Learning
— Unverified metric-learn: Metric Learning Algorithms in Python Aug 13, 2019 BIG-bench Machine Learning Metric Learning
Code Code Available Video Face Clustering with Unknown Number of Clusters Aug 9, 2019 Clustering Face Clustering
Code Code Available Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings Aug 7, 2019 Image Retrieval Metric Learning
Code Code Available Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning Aug 6, 2019 Classification Emotion Recognition
— Unverified Attention Control with Metric Learning Alignment for Image Set-based Recognition Aug 5, 2019 Face Recognition Face Verification
— Unverified Learning a Unified Embedding for Visual Search at Pinterest Aug 5, 2019 Metric Learning Navigate
— Unverified A Benchmark on Tricks for Large-scale Image Retrieval Jul 27, 2019 Image Retrieval Metric Learning
— Unverified Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Jul 27, 2019 Image Retrieval Metric Learning
— Unverified Learning Quintuplet Loss for Large-scale Visual Geo-Localization Jul 26, 2019 geo-localization Metric Learning
— Unverified Classification from Triplet Comparison Data Jul 24, 2019 Classification General Classification
Code Code Available Mitigating Uncertainty in Document Classification Jul 17, 2019 Classification Document Classification
Code Code Available Deep Metric Learning with Alternating Projections onto Feasible Sets Jul 17, 2019 Clustering Image Retrieval
— Unverified A Novel User Representation Paradigm for Making Personalized Candidate Retrieval Jul 15, 2019 Metric Learning Retrieval
— Unverified SIAMESE NETWORK BASED METRIC LEARNING FOR SAR TARGET CLASSIFICATION Jul 15, 2019 Classification Metric Learning
Code Code Available Optimal Feature Transport for Cross-View Image Geo-Localization Jul 11, 2019 geo-localization Image-Based Localization
Code Code Available Routine Modeling with Time Series Metric Learning Jul 8, 2019 Clustering Metric Learning
— Unverified Revisiting Metric Learning for Few-Shot Image Classification Jul 6, 2019 Classification Few-Shot Image Classification
— Unverified Learning to Link Jul 1, 2019 Clustering Metric Learning
— Unverified Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems Jun 24, 2019 Diversity Metric Learning
— Unverified Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning Jun 21, 2019 BIG-bench Machine Learning Clustering
Code Code Available 3D Instance Segmentation via Multi-Task Metric Learning Jun 20, 2019 3D Instance Segmentation 3D Reconstruction
— Unverified Learning Discriminative features using Center Loss and Reconstruction as Regularizer for Speech Emotion Recognition Jun 19, 2019 Emotion Recognition Metric Learning
— Unverified SAR Image Change Detection via Spatial Metric Learning with an Improved Mahalanobis Distance Jun 19, 2019 Change Detection Metric Learning
— Unverified Multi-Scale Convolutions for Learning Context Aware Feature Representations Jun 17, 2019 Metric Learning
— Unverified Divide and Conquer the Embedding Space for Metric Learning Jun 14, 2019 Clustering Metric Learning
Code Code Available Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation Jun 8, 2019 Metric Learning
Code Code Available Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates Jun 1, 2019 Change Detection Metric Learning
— Unverified Linear and Quadratic Discriminant Analysis: Tutorial Jun 1, 2019 Dimensionality Reduction General Classification
Code Code Available Stochastic Class-Based Hard Example Mining for Deep Metric Learning Jun 1, 2019 Image Retrieval Metric Learning
— Unverified Metric Learning for Individual Fairness Jun 1, 2019 Fairness Metric Learning
— Unverified Deep Metric Learning to Rank Jun 1, 2019 Image Retrieval Learning-To-Rank
Code Code Available RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection Jun 1, 2019 Classification Few-Shot Object Detection
Code Code Available Deep Asymmetric Metric Learning via Rich Relationship Mining Jun 1, 2019 Face Verification Image Retrieval
— Unverified Regression Networks for Meta-Learning Few-Shot Classification May 31, 2019 Classification Few-Shot Learning
Code Code Available CLAREL: Classification via retrieval loss for zero-shot learning May 31, 2019 Classification General Classification
— Unverified A Music Classification Model based on Metric Learning and Feature Extraction from MP3 Audio Files May 30, 2019 Dimensionality Reduction General Classification
— Unverified The General Pair-based Weighting Loss for Deep Metric Learning May 30, 2019 Image Retrieval Metric Learning
— Unverified Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning May 29, 2019 Community Question Answering Information Retrieval
— Unverified Discrete Infomax Codes for Supervised Representation Learning May 28, 2019 Meta-Learning Metric Learning
— Unverified Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering May 28, 2019 Inductive Bias Metric Learning
— Unverified Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss May 28, 2019 General Classification Metric Learning
— Unverified Learning to Approximate a Bregman Divergence May 28, 2019 Clustering Metric Learning
Code Code Available Matching on What Matters: A Pseudo-Metric Learning Approach to Matching Estimation in High Dimensions May 28, 2019 Metric Learning valid
— Unverified Finding Task-Relevant Features for Few-Shot Learning by Category Traversal May 27, 2019 Few-Shot Learning Metric Learning
Code Code Available Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity May 25, 2019 Metric Learning Out-of-Distribution Detection
Code Code Available Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding May 25, 2019 Few-Shot Learning Metric Learning
— Unverified 