TripletGAN: Training Generative Model with Triplet Loss Nov 14, 2017 Face Recognition General Classification
— Unverified Towards ECDSA key derivation from deep embeddings for novel Blockchain applications Nov 11, 2017 Deep Learning Metric Learning
— Unverified Metric Learning-based Generative Adversarial Network Nov 8, 2017 Generative Adversarial Network Metric Learning
— Unverified Online Learning for Changing Environments using Coin Betting Nov 6, 2017 Metric Learning
— Unverified Learning to Warm-Start Bayesian Hyperparameter Optimization Oct 17, 2017 Bayesian Optimization global-optimization
— Unverified Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification Oct 2, 2017 Metric Learning Person Re-Identification
— Unverified Rethinking Feature Discrimination and Polymerization for Large-scale Recognition Oct 2, 2017 Clustering Metric Learning
Code Code Available Pose Guided RGBD Feature Learning for 3D Object Pose Estimation Oct 1, 2017 Feature Correlation Metric Learning
— Unverified Learning Discriminative ab-Divergences for Positive Definite Matrices Oct 1, 2017 Dictionary Learning Metric Learning
— Unverified Learning Discriminative Aggregation Network for Video-Based Face Recognition Oct 1, 2017 Face Recognition Metric Learning
— Unverified Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification Oct 1, 2017 Metric Learning Person Re-Identification
— Unverified BIER - Boosting Independent Embeddings Robustly Oct 1, 2017 Image Retrieval Metric Learning
— Unverified Semantic Segmentation from Limited Training Data Sep 22, 2017 ARC Boundary Detection
— Unverified Learning Low-Dimensional Metrics Sep 18, 2017 Metric Learning
— Unverified Joint Adaptive Neighbours and Metric Learning for Multi-view Subspace Clustering Sep 12, 2017 Clustering Metric Learning
— Unverified Deep Shape Matching Sep 11, 2017 Domain Generalization Image Retrieval
Code Code Available Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments Aug 28, 2017 Attribute Face Recognition
— Unverified Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification Aug 27, 2017 Clustering Metric Learning
Code Code Available Statistical Latent Space Approach for Mixed Data Modelling and Applications Aug 18, 2017 Image Retrieval Metric Learning
— Unverified Semantic Instance Segmentation with a Discriminative Loss Function Aug 8, 2017 Instance Segmentation Lane Detection
Code Code Available Learning Discriminative Alpha-Beta-divergence for Positive Definite Matrices (Extended Version) Aug 5, 2017 Dictionary Learning Metric Learning
— Unverified Deep Metric Learning with Angular Loss Aug 4, 2017 Image Retrieval Metric Learning
Code Code Available Hierarchical Metric Learning for Optical Remote Sensing Scene Categorization Aug 4, 2017 Clustering Metric Learning
— Unverified Joint Dimensionality Reduction and Metric Learning: A Geometric Take Aug 1, 2017 Dimensionality Reduction Metric Learning
— Unverified Deep Spectral Clustering Learning Aug 1, 2017 Clustering Metric Learning
— Unverified Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking Jul 17, 2017 Attribute Collaborative Ranking
Code Code Available DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer Jul 5, 2017 Clustering Image Clustering
— Unverified Optimization Beyond the Convolution: Generalizing Spatial Relations with End-to-End Metric Learning Jul 4, 2017 Metric Learning
Code Code Available One-Shot Metric Learning for Person Re-Identification Jul 1, 2017 Metric Learning One-Shot Learning
— Unverified Hierarchical Multimodal Metric Learning for Multimodal Classification Jul 1, 2017 Classification General Classification
— Unverified Joint Intensity and Spatial Metric Learning for Robust Gait Recognition Jul 1, 2017 Gait Recognition Metric Learning
— Unverified See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification Jul 1, 2017 Metric Learning Person Re-Identification
— Unverified Revisiting Metric Learning for SPD Matrix Based Visual Representation Jul 1, 2017 Metric Learning
— Unverified Efficient Multiple Instance Metric Learning Using Weakly Supervised Data Jul 1, 2017 Face Identification Metric Learning
— Unverified Sampling Matters in Deep Embedding Learning Jun 23, 2017 Clustering Face Verification
Code Code Available Deep Adaptive Feature Embedding with Local Sample Distributions for Person Re-identification Jun 10, 2017 Metric Learning Person Re-Identification
— Unverified Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jun 5, 2017 Informativeness Metric Learning
Code Code Available Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels May 27, 2017 General Classification image-classification
— Unverified Discriminative Metric Learning with Deep Forest May 25, 2017 Metric Learning
— Unverified Generative Model with Coordinate Metric Learning for Object Recognition Based on 3D Models May 24, 2017 Bayesian Inference Metric Learning
— Unverified Learning to Rank Using Localized Geometric Mean Metrics May 22, 2017 Computational Efficiency Learning-To-Rank
Code Code Available Learning Semantic Relatedness From Human Feedback Using Metric Learning May 21, 2017 Metric Learning Word Embeddings
— Unverified Unified Embedding and Metric Learning for Zero-Exemplar Event Detection May 5, 2017 Event Detection Metric Learning
— Unverified Lifelong Metric Learning May 3, 2017 Lifelong learning Metric Learning
— Unverified Time-Contrastive Networks: Self-Supervised Learning from Video Apr 23, 2017 Metric Learning reinforcement-learning
Code Code Available NormFace: L2 Hypersphere Embedding for Face Verification Apr 21, 2017 Face Verification Metric Learning
Code Code Available Cross-media Similarity Metric Learning with Unified Deep Networks Apr 14, 2017 Metric Learning Representation Learning
— Unverified Attention-Set based Metric Learning for Video Face Recognition Apr 12, 2017 Face Recognition Metric Learning
— Unverified Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification Apr 8, 2017 Clustering Metric Learning
— Unverified Smart Mining for Deep Metric Learning Apr 5, 2017 Metric Learning Triplet
— Unverified 