Next Item Recommendation with Self-Attention Aug 20, 2018 Metric Learning
— Unverified Person Re-Identification by Semantic Region Representation and Topology Constraint Aug 20, 2018 Metric Learning Person Re-Identification
— Unverified Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples Aug 20, 2018 Adversarial Attack Metric Learning
— Unverified Metric Learning for Novelty and Anomaly Detection Aug 16, 2018 Anomaly Detection Metric Learning
Code Code Available Deep Randomized Ensembles for Metric Learning Aug 13, 2018 General Classification Image Retrieval
Code Code Available Active Learning based on Data Uncertainty and Model Sensitivity Aug 6, 2018 Active Learning Metric Learning
— Unverified Triplet Network with Attention for Speaker Diarization Aug 4, 2018 Metric Learning speaker-diarization
— Unverified Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Aug 3, 2018 Metric Learning Person Re-Identification
— Unverified Human Motion Analysis with Deep Metric Learning Jul 30, 2018 Dynamic Time Warping Metric Learning
Code Code Available Hard-Aware Point-to-Set Deep Metric for Person Re-identification Jul 30, 2018 Metric Learning Person Re-Identification
Code Code Available Maximum Margin Metric Learning Over Discriminative Nullspace for Person Re-identification Jul 28, 2018 Metric Learning Person Re-Identification
— Unverified Self-Paced Learning with Adaptive Deep Visual Embeddings Jul 24, 2018 Fine-Grained Visual Recognition image-classification
Code Code Available Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds Jul 20, 2018 Generalization Bounds Metric Learning
Code Code Available Unsupervised Metric Learning in Presence of Missing Data Jul 19, 2018 Dimensionality Reduction Matrix Completion
Code Code Available A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization Jul 18, 2018 Metric Learning
— Unverified Algorithms for metric learning via contrastive embeddings Jul 13, 2018 graph partitioning Metric Learning
— Unverified Learning Neural Models for End-to-End Clustering Jul 11, 2018 Clustering Metric Learning
Code Code Available M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning Jul 6, 2018 Domain Adaptation Metric Learning
Code Code Available 3D Human Action Recognition with Siamese-LSTM Based Deep Metric Learning Jul 5, 2018 3D Action Recognition Action Recognition
— Unverified Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval Jul 4, 2018 3D Shape Classification 3D Shape Retrieval
— Unverified Relational Constraints for Metric Learning on Relational Data Jul 2, 2018 Metric Learning
— Unverified Unsupervised Natural Image Patch Learning Jun 28, 2018 Domain Adaptation Metric Learning
— Unverified Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification Jun 28, 2018 Dimensionality Reduction Face Recognition
— Unverified EmbNum: Semantic labeling for numerical values with deep metric learning Jun 26, 2018 Attribute Metric Learning
— Unverified Variational learning across domains with triplet information Jun 22, 2018 Cross-Lingual Document Classification Document Classification
— Unverified Deep Similarity Metric Learning for Real-Time Pedestrian Tracking Jun 20, 2018 Metric Learning Multiple Object Tracking
— Unverified Low-rank geometric mean metric learning Jun 14, 2018 Metric Learning
Code Code Available Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Jun 14, 2018 Fine-Grained Image Recognition Metric Learning
Code Code Available Tree Edit Distance Learning via Adaptive Symbol Embeddings Jun 13, 2018 Metric Learning
— Unverified RepMet: Representative-based metric learning for classification and one-shot object detection Jun 12, 2018 Classification Few-Shot Object Detection
Code Code Available A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs Jun 11, 2018 General Classification Metric Learning
— Unverified Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints Jun 1, 2018 Metric Learning Person Re-Identification
— Unverified Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification Jun 1, 2018 Metric Learning Vehicle Re-Identification
— Unverified Geometry Aware Constrained Optimization Techniques for Deep Learning Jun 1, 2018 Deep Learning Metric Learning
— Unverified CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization Jun 1, 2018 Benchmarking geo-localization
Code Code Available Deep Adversarial Metric Learning Jun 1, 2018 Metric Learning
— Unverified OLÃ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning Jun 1, 2018 General Classification image-classification
Code Code Available Multiple Manifolds Metric Learning with Application to Image Set Classification May 30, 2018 Classification Face Recognition
— Unverified Large-scale Distance Metric Learning with Uncertainty May 25, 2018 Metric Learning Triplet
— Unverified Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning May 22, 2018 Few-Shot Learning Metric Learning
Code Code Available Anime Style Space Exploration Using Metric Learning and Generative Adversarial Networks May 21, 2018 Generative Adversarial Network Image Generation
— Unverified A Deep Structure of Person Re-Identification using Multi-Level Gaussian Models May 20, 2018 Metric Learning Person Re-Identification
— Unverified Long-term face tracking in the wild using deep learning May 19, 2018 Deep Learning Face Detection
— Unverified Diverse Few-Shot Text Classification with Multiple Metrics May 19, 2018 Classification Few-Shot Learning
Code Code Available Tree Edit Distance Learning via Adaptive Symbol Embeddings: Supplementary Materials and Results May 18, 2018 Metric Learning
— Unverified A Multilayer Framework for Online Metric Learning May 15, 2018 Metric Learning Triplet
Code Code Available Efficient end-to-end learning for quantizable representations May 15, 2018 Binarization Metric Learning
Code Code Available Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups May 12, 2018 General Classification Metric Learning
— Unverified Graph Based Semi-Supervised Learning Approach for Tamil POS tagging May 1, 2018 Graph Similarity Information Retrieval
— Unverified Semi-Supervised Clustering for Short Answer Scoring May 1, 2018 Clustering Metric Learning
— Unverified 