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 Deep Anomaly Detection for Generalized Face Anti-Spoofing Apr 17, 2019 Anomaly Detection Face Anti-Spoofing
Code Code Available Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images Apr 17, 2019 Metric Learning One-Shot Learning
Code Code Available Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Apr 14, 2019 Image Retrieval Metric Learning
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 Relational Knowledge Distillation Apr 10, 2019 Knowledge Distillation Metric Learning
Code Code Available Person Re-identification with Metric Learning using Privileged Information Apr 10, 2019 Decision Making Metric Learning
— Unverified 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 Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available 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 Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain Apr 8, 2019 Metric Learning Transfer Learning
— Unverified Heterogeneous Multi-task Metric Learning across Multiple Domains Apr 8, 2019 Metric Learning Scene Classification
— 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 Metric-Learning based Deep Hashing Network for Content Based Retrieval of Remote Sensing Images Apr 2, 2019 Computational Efficiency Deep Hashing
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 Ordinal Distance Metric Learning with MDS for Image Ranking Feb 27, 2019 Dimensionality Reduction Metric Learning
— Unverified The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning Feb 27, 2019 Active Learning 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 Context-Aware Visual Compatibility Prediction Feb 10, 2019 Graph Neural Network Metric Learning
Code Code Available Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement Feb 9, 2019 BIG-bench Machine Learning Dimensionality Reduction
— Unverified End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification Feb 7, 2019 All Metric Learning
— Unverified Centroid-based deep metric learning for speaker recognition Feb 6, 2019 Few-Shot Image Classification Few-Shot Learning
— Unverified Metric Learning on Manifolds Feb 5, 2019 Clustering Metric Learning
— Unverified Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images Jan 31, 2019 Electron Microscopy Image Segmentation Image Segmentation
— Unverified Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding Jan 29, 2019 Clustering Deep Clustering
Code Code Available Few-shot Learning with Meta Metric Learners Jan 26, 2019 Few-Shot Learning Meta-Learning
— Unverified Sequential Skip Prediction with Few-shot in Streamed Music Contents Jan 24, 2019 Few-Shot Learning Meta-Learning
Code Code Available Computer Vision and Metrics Learning for Hypothesis Testing: An Application of Q-Q Plot for Normality Test Jan 23, 2019 Dimensionality Reduction Metric Learning
— Unverified Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Jan 22, 2019 Clustering Image Retrieval
— Unverified Fast and Robust Shortest Paths on Manifolds Learned from Data Jan 22, 2019 Metric Learning
— Unverified 