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Metric Learning

2800 directly classified papers

Papers per year

Papers

Learning to Route in Similarity Graphs ICML 2019
Explore-Exploit Graph Traversal for Image Retrieval CVPR 2019
Whisper to Neutral Mapping Using Cosine Similarity Maximization in i-Vector Space for Speaker Verification INTERSPEECH 2019
Boosting for Comparison-Based Learning IJCAI 2019
A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019
Deep Embedding Learning With Discriminative Sampling Policy CVPR 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019
Learning Binary Code for Personalized Fashion Recommendation CVPR 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019
Kernel Mean Matching for Content Addressability of GANs ICML 2019
Subspace Robust Wasserstein Distances ICML 2019
Optimality Implies Kernel Sum Classifiers are Statistically Efficient ICML 2019
Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction ICML 2019
SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates CVPR 2019
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts NAACL 2019
Correlation Coefficients and Semantic Textual Similarity NAACL 2019
Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition NAACL 2019
Learning Alignment for Multimodal Emotion Recognition from Speech INTERSPEECH 2019
Jointly Measuring Diversity and Quality in Text Generation Models NAACL 2019
Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System INTERSPEECH 2019
An End-to-End Text-Independent Speaker Verification Framework with a Keyword Adversarial Network INTERSPEECH 2019
Mining Polysemous Triplets with Recurrent Neural Networks for Spoken Language Understanding INTERSPEECH 2019
Similarity Learning via Kernel Preserving Embedding AAAI 2019
Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning INTERSPEECH 2019
Child Speech Disorder Detection with Siamese Recurrent Network Using Speech Attribute Features INTERSPEECH 2019