Robust Mahalanobis Metric Learning via Geometric Approximation Algorithms May 24, 2019 General Classification Metric Learning
— Unverified Variational Prototype Replays for Continual Learning May 23, 2019 Continual Learning General Classification
Code Code Available Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning May 23, 2019 Metric Learning Retrieval
— Unverified Neural Metric Learning for Fast End-to-End Relation Extraction May 17, 2019 global-optimization Metric Learning
— Unverified Prototypical Bregman Networks May 16, 2019 Computational Efficiency Few-Shot Learning
— Unverified Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment May 15, 2019 General Classification Meta-Learning
— Unverified Embeddings and Representation Learning for Structured Data May 15, 2019 BIG-bench Machine Learning Decoder
— Unverified A novel statistical metric learning for hyperspectral image classification May 13, 2019 Classification Diversity
— Unverified Self-Supervised Visual Place Recognition Learning in Mobile Robots May 11, 2019 Metric Learning Robot Navigation
— Unverified A Distributed Approach towards Discriminative Distance Metric Learning May 11, 2019 Metric Learning
— Unverified Few-Shot Learning with Embedded Class Models and Shot-Free Meta Training May 10, 2019 Few-Shot Learning Metric Learning
— Unverified Supervized Segmentation with Graph-Structured Deep Metric Learning May 10, 2019 Metric Learning Segmentation
Code Code Available Improved Hard Example Mining by Discovering Attribute-based Hard Person Identity May 6, 2019 Attribute Metric Learning
— Unverified Unsupervised Domain Adaptation for Distance Metric Learning May 1, 2019 Domain Adaptation Face Recognition
— Unverified Modeling Uncertainty with Hedged Instance Embeddings May 1, 2019 Clustering Metric Learning
— Unverified Robust Metric Learning based on the Rescaled Hinge Loss Apr 26, 2019 Clustering Metric Learning
Code Code Available Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning Apr 25, 2019 Generalization Bounds Metric Learning
— Unverified Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Apr 23, 2019 Domain Generalization Generalizable Person Re-identification
— Unverified Deep Metric Learning Beyond Binary Supervision Apr 21, 2019 Image Captioning Image Retrieval
Code Code Available Metric Learning for Image Registration Apr 21, 2019 Deep Learning Deformable Medical Image Registration
Code Code Available A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning Apr 18, 2019 Metric Learning Retrieval
— Unverified Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images Apr 17, 2019 Metric Learning One-Shot Learning
Code Code Available Deep Anomaly Detection for Generalized Face Anti-Spoofing Apr 17, 2019 Anomaly Detection Face Anti-Spoofing
Code Code Available STC Speaker Recognition Systems for the VOiCES From a Distance Challenge Apr 12, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Person Re-identification with Metric Learning using Privileged Information Apr 10, 2019 Decision Making Metric Learning
— Unverified Relational Knowledge Distillation Apr 10, 2019 Knowledge Distillation Metric Learning
Code Code Available Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology Apr 9, 2019 Metric Learning
Code Code Available Heterogeneous Multi-task Metric Learning across Multiple Domains Apr 8, 2019 Metric Learning Scene Classification
— Unverified Decomposition-Based Transfer Distance Metric Learning for Image Classification Apr 8, 2019 Classification General Classification
— Unverified On Learning Density Aware Embeddings Apr 8, 2019 Face Recognition Metric Learning
— Unverified Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain Apr 8, 2019 Metric Learning Transfer Learning
— Unverified Learning Metrics from Teachers: Compact Networks for Image Embedding Apr 7, 2019 Face Recognition image-classification
Code Code Available A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning Apr 4, 2019 Few-Shot Learning General Classification
— Unverified Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning Apr 4, 2019 Clustering Deep Hashing
— Unverified Correlation Congruence for Knowledge Distillation Apr 3, 2019 Face Recognition image-classification
Code Code Available DeepPoint3D: Learning Discriminative Local Descriptors using Deep Metric Learning on 3D Point Clouds Mar 27, 2019 Metric Learning
— Unverified Multiscale CNN based Deep Metric Learning for Bioacoustic Classification: Overcoming Training Data Scarcity Using Dynamic Triplet Loss Mar 26, 2019 Classification General Classification
— Unverified Learning with Batch-wise Optimal Transport Loss for 3D Shape Recognition Mar 21, 2019 3D Shape Recognition Metric Learning
— Unverified Non-rigid 3D shape retrieval based on multi-view metric learning Mar 20, 2019 3D Shape Classification 3D Shape Retrieval
— Unverified Self-Weighted Multiview Metric Learning by Maximizing the Cross Correlations Mar 19, 2019 Face Recognition Image Retrieval
— Unverified Hardness-Aware Deep Metric Learning Mar 13, 2019 Image Retrieval Metric Learning
Code Code Available Ranked List Loss for Deep Metric Learning Mar 8, 2019 Image Retrieval Metric Learning
Code Code Available Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field Mar 4, 2019 General Classification Hyperspectral Image Classification
— Unverified A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning Mar 1, 2019 3D Shape Classification 3D Shape Retrieval
— Unverified The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning Feb 27, 2019 Active Learning Metric Learning
— Unverified Ordinal Distance Metric Learning with MDS for Image Ranking Feb 27, 2019 Dimensionality Reduction Metric Learning
— Unverified Reduced-Rank Local Distance Metric Learning for k-NN Classification Feb 21, 2019 Classification General Classification
— Unverified Label-Removed Generative Adversarial Networks Incorporating with K-Means Feb 19, 2019 Metric Learning
— Unverified Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Network Feb 15, 2019 Image Retrieval Metric Learning
— Unverified 