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embedding learning

609 papers

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representation learning (6174) metric learning (1189) contrastive learning (3979) zero-shot learning (3637) transfer learning (5442) deep metric learning (123) neural network (6616) text classification (6776) image retrieval (599) unsupervised learning (3255)

Papers

Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018
Scalable Rule Learning via Learning Representation IJCAI 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018
Deep Discrete Prototype Multilabel Learning IJCAI 2018
Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML 2018
Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation IJCAI 2018
Learning and Modeling Unit Embeddings for Improving HMM-based Unit Selection Speech Synthesis INTERSPEECH 2018
Training Utterance-level Embedding Networks for Speaker Identification and Verification INTERSPEECH 2018
Tree Edit Distance Learning via Adaptive Symbol Embeddings ICML 2018
Low-Shot Learning With Imprinted Weights CVPR 2018
Simultaneous Clustering and Ranking from Pairwise Comparisons IJCAI 2018
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML 2018
Fitting New Speakers Based on a Short Untranscribed Sample ICML 2018
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL 2018
Global Relation Embedding for Relation Extraction NAACL 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions NIPS 2018
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL 2018
Virtual Class Enhanced Discriminative Embedding Learning NIPS 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition NIPS 2018
Bidirectional Retrieval Made Simple CVPR 2018
Zero-Shot Learning Across Heterogeneous Overlapping Domains INTERSPEECH 2017
Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017
Refining Word Embeddings for Sentiment Analysis EMNLP 2017
Deep Metric Learning via Facility Location CVPR 2017