Metric Learning for Dynamic Text Classification Nov 4, 2019 Classification General Classification
Code Code Available Metric Learning with Background Noise Class for Few-shot Detection of Rare Sound Events Oct 30, 2019 Few-Shot Learning Metric Learning
— Unverified Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification Oct 30, 2019 Domain Adaptation Few-Shot Image Classification
Code Code Available Domain Generalization via Model-Agnostic Learning of Semantic Features Oct 29, 2019 Domain Generalization General Knowledge
Code Code Available MLAT: Metric Learning for kNN in Streaming Time Series Oct 23, 2019 Metric Learning Time Series
— Unverified An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision Oct 22, 2019 Fairness Metric Learning
Code Code Available Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video Oct 21, 2019 continuous-control Continuous Control
Code Code Available Learning Hierarchical Feature Space Using CLAss-specific Subspace Multiple Kernel -- Metric Learning for Classification Oct 21, 2019 General Classification Metric Learning
— Unverified Designovel's system description for Fashion-IQ challenge 2019 Oct 21, 2019 Image Retrieval Metric Learning
— Unverified Collaborative Preference Embedding against Sparse Labels Oct 21, 2019 Collaborative Filtering Decision Making
— Unverified SegSort: Segmentation by Discriminative Sorting of Segments Oct 15, 2019 Clustering Metric Learning
Code Code Available Vehicle Re-identification with Viewpoint-aware Metric Learning Oct 9, 2019 Metric Learning Vehicle Re-Identification
— Unverified Multiple Kernel Fisher Discriminant Metric Learning for Person Re-identification Oct 9, 2019 Metric Learning Person Re-Identification
— Unverified Private Protocols for U-Statistics in the Local Model and Beyond Oct 9, 2019 Clustering Metric Learning
— Unverified A Semi-Supervised Maximum Margin Metric Learning Approach for Small Scale Person Re-identification Oct 9, 2019 Metric Learning Person Re-Identification
— Unverified Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning Oct 5, 2019 Few-Shot Learning Meta-Learning
— Unverified Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation Oct 3, 2019 Metric Learning Segmentation
— Unverified Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning Oct 1, 2019 Few-Shot Learning Metric Learning
Code Code Available MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-Identification Oct 1, 2019 Metric Learning Person Re-Identification
Code Code Available Variational Few-Shot Learning Oct 1, 2019 Few-Shot Learning Metric Learning
— Unverified Deep Metric Learning With Tuplet Margin Loss Oct 1, 2019 Metric Learning Triplet
— Unverified Deep Meta Metric Learning Oct 1, 2019 Face Verification Metric Learning
Code Code Available Learning to Align Multi-Camera Domains using Part-Aware Clustering for Unsupervised Video Person Re-Identification Sep 29, 2019 Clustering Metric Learning
— Unverified Visual Explanation for Deep Metric Learning Sep 27, 2019 Metric Learning Retrieval
Code Code Available A weakly supervised adaptive triplet loss for deep metric learning Sep 27, 2019 Metric Learning Retrieval
— Unverified Project and Forget: Solving Large Scale Metric Constrained Problems Sep 25, 2019 CPU Metric Learning
— Unverified Extreme Triplet Learning: Effectively Optimizing Easy Positives and Hard Negatives Sep 25, 2019 Metric Learning Triplet
— Unverified MIC: Mining Interclass Characteristics for Improved Metric Learning Sep 25, 2019 Image Retrieval Metric Learning
Code Code Available Iterative Deep Graph Learning for Graph Neural Networks Sep 25, 2019 Graph Embedding Graph Learning
— Unverified Prototype Recalls for Continual Learning Sep 25, 2019 Continual Learning Metric Learning
— Unverified Multi-task Batch Reinforcement Learning with Metric Learning Sep 25, 2019 Meta Reinforcement Learning Metric Learning
— Unverified Learning Mahalanobis Metric Spaces via Geometric Approximation Algorithms Sep 25, 2019 Metric Learning
— Unverified Discrete InfoMax Codes for Meta-Learning Sep 25, 2019 Meta-Learning Metric Learning
— Unverified MULTI-LABEL METRIC LEARNING WITH BIDIRECTIONAL REPRESENTATION DEEP NEURAL NETWORKS Sep 25, 2019 Metric Learning Multi-Label Learning
— Unverified Cross-View Kernel Similarity Metric Learning Using Pairwise Constraints for Person Re-identification Sep 25, 2019 Metric Learning Person Re-Identification
Code Code Available Single Camera Training for Person Re-identification Sep 24, 2019 Metric Learning Person Re-Identification
Code Code Available Improving Collaborative Metric Learning with Efficient Negative Sampling Sep 24, 2019 Change Detection Face Recognition
Code Code Available Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction Sep 21, 2019 Metric Learning Segmentation
— Unverified Deep Metric Learning using Similarities from Nonlinear Rank Approximations Sep 20, 2019 Metric Learning Retrieval
— Unverified Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval Sep 20, 2019 Content-Based Image Retrieval Image Retrieval
— Unverified Visualizing How Embeddings Generalize Sep 16, 2019 Metric Learning Triplet
Code Code Available Fast Low-rank Metric Learning for Large-scale and High-dimensional Data Sep 13, 2019 Metric Learning
Code Code Available Deep Joint Embeddings of Context and Content for Recommendation Sep 13, 2019 Metric Learning
— Unverified Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks Sep 11, 2019 Graph Learning Metric Learning
Code Code Available Deep Metric Learning with Density Adaptivity Sep 9, 2019 Metric Learning Triplet
— Unverified Metric Learning from Imbalanced Data Sep 4, 2019 BIG-bench Machine Learning Metric Learning
— Unverified Metric Learning for Adversarial Robustness Sep 3, 2019 Adversarial Robustness Metric Learning
Code Code Available Global-Local Temporal Representations For Video Person Re-Identification Aug 27, 2019 Metric Learning Person Re-Identification
— Unverified Exploiting Global Camera Network Constraints for Unsupervised Video Person Re-identification Aug 27, 2019 Graph Matching Metric Learning
— Unverified Large Scale Landmark Recognition via Deep Metric Learning Aug 27, 2019 Landmark Recognition Metric Learning
— Unverified 