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Metric Learning

2800 directly classified papers

Papers per year

Papers

Automatic Generation of Leveled Visual Assessments for Young Learners AAAI 2019
Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019
Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019
End-to-End Losses Based on Speaker Basis Vectors and All-Speaker Hard Negative Mining for Speaker Verification INTERSPEECH 2019
Class-Wise Centroid Distance Metric Learning for Acoustic Event Detection INTERSPEECH 2019
Optimal Transport for structured data with application on graphs ICML 2019
Lorentzian Distance Learning for Hyperbolic Representations ICML 2019
Maximum-Margin Hamming Hashing ICCV 2019
MIC: Mining Interclass Characteristics for Improved Metric Learning ICCV 2019
Learning With Average Precision: Training Image Retrieval With a Listwise Loss ICCV 2019
Spectral Feature Transformation for Person Re-Identification ICCV 2019
Better and Faster: Exponential Loss for Image Patch Matching ICCV 2019
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space IJCNLP 2019
Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs AAAI 2019
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems IJCNLP 2019
HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-Identification AAAI 2019
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019
Accelerated Gravitational Point Set Alignment With Altered Physical Laws ICCV 2019
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
Embedding Complementary Deep Networks for Image Classification CVPR 2019
Dense Classification and Implanting for Few-Shot Learning CVPR 2019
Weakly Supervised Deep Image Hashing Through Tag Embeddings CVPR 2019
Learning to Bootstrap for Entity Set Expansion EMNLP 2019
Metric Learning for Image Registration CVPR 2019
Active Embedding Search via Noisy Paired Comparisons ICML 2019