Metric Learning

Robust Ordinal Embedding from Contaminated Relative Comparisons AAAI 2019 Robust Representation Learning of Biomedical Names ACL 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization ICCV 2019 Scalable and Efficient Pairwise Learning to Achieve Statistical Accuracy AAAI 2019 SegSort: Segmentation by Discriminative Sorting of Segments ICCV 2019 Semantic Attribute Matching Networks CVPR 2019 Semantic Relatedness Based Re-ranker for Text Spotting EMNLP 2019 Semi-Supervised Feature Selection with Adaptive Discriminant Analysis AAAI 2019 Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks EMNLP 2019 Separate Loss for Basic and Compound Facial Expression Recognition in the Wild ACML 2019 Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System Interspeech 2019 Siamese Networks: The Tale of Two Manifolds ICCV 2019 Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019 Sign-Full Random Projections AAAI 2019 Similarity Based Auxiliary Classifier for Named Entity Recognition EMNLP 2019 Similarity Learning via Kernel Preserving Embedding AAAI 2019 Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019 Simple and Effective Paraphrastic Similarity from Parallel Translations ACL 2019 Sliced Gromov-Wasserstein NeurIPS 2019 SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates CVPR 2019 Soft Labels for Ordinal Regression CVPR 2019 SoftTriple Loss: Deep Metric Learning Without Triplet Sampling ICCV 2019 SOSNet: Second Order Similarity Regularization for Local Descriptor Learning CVPR 2019 SPAGAN: Shortest Path Graph Attention Network IJCAI 2019