embedding learning

609 papers

Explore in graph

Co-occurring keywords

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

Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks CVPR 2017

Hierarchical Multimodal Metric Learning for Multimodal Classification CVPR 2017

Unified Embedding and Metric Learning for Zero-Exemplar Event Detection CVPR 2017

Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema EACL 2017

Conditional Similarity Networks CVPR 2017

Kernel functions based on triplet comparisons NIPS 2017

One-Shot Metric Learning for Person Re-Identification CVPR 2017

Life-Stage Modeling by Customer-Manifold Embedding IJCAI 2017

Character-Based Embedding Models and Reranking Strategies for Understanding Natural Language Meal Descriptions INTERSPEECH 2017

Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation IJCNLP 2017

Derivation of Document Vectors from Adaptation of LSTM Language Model EACL 2017

Visual Translation Embedding Network for Visual Relation Detection CVPR 2017

Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP 2017

Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach IJCAI 2017

Cross-Domain Recommendation: An Embedding and Mapping Approach IJCAI 2017

Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016

Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning CVPR 2016

Latent Embeddings for Zero-Shot Classification CVPR 2016

Matching Networks for One Shot Learning NIPS 2016

Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions CVPR 2016

Learning Deep Representations of Fine-Grained Visual Descriptions CVPR 2016

Fine-Grained Visual Categorization via Multi-Stage Metric Learning CVPR 2015

Maximum-Margin Structured Learning With Deep Networks for 3D Human Pose Estimation ICCV 2015

FAemb: A Function Approximation-Based Embedding Method for Image Retrieval CVPR 2015

Two-Stage Metric Learning ICML 2014