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Metric Learning

2800 directly classified papers

Papers per year

Papers

Metric Learning for Adversarial Robustness NIPS 2019
Hierarchical Optimal Transport for Document Representation NIPS 2019
PIEs: Pose Invariant Embeddings CVPR 2019
VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild CVPR 2019
K-Nearest Neighbors Hashing CVPR 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019
Deep Robust Subjective Visual Property Prediction in Crowdsourcing CVPR 2019
Learning With Batch-Wise Optimal Transport Loss for 3D Shape Recognition CVPR 2019
Context-Aware Visual Compatibility Prediction CVPR 2019
Hardness-Aware Deep Metric Learning CVPR 2019
Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates CVPR 2019
Relational Knowledge Distillation CVPR 2019
One-Shot Object Detection with Co-Attention and Co-Excitation NIPS 2019
YiSi - a Unified Semantic MT Quality Evaluation and Estimation Metric for Languages with Different Levels of Available Resources ACL 2019
Lending Orientation to Neural Networks for Cross-View Geo-Localization CVPR 2019
Deep Metric Learning to Rank CVPR 2019
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing CVPR 2019
Semi-Supervised Feature Selection with Adaptive Discriminant Analysis AAAI 2019
LiveSketch: Query Perturbations for Guided Sketch-Based Visual Search CVPR 2019
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing AAAI 2019
Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection CVPR 2019
Learning Neural Bag-of-Matrix-Summarization with Riemannian Network AAAI 2019
One-to-X Analogical Reasoning on Word Embeddings: a Case for Diachronic Armed Conflict Prediction from News Texts ACL 2019
Deep Metric Learning by Online Soft Mining and Class-Aware Attention AAAI 2019