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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

Convolutional Neural Collaborative Filtering with Stacked Embeddings ACML 2019
Retrofitting Contextualized Word Embeddings with Paraphrases EMNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019
Reasoning Over Paths via Knowledge Base Completion EMNLP 2019
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning NIPS 2018
Context Embedding Networks CVPR 2018
A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task COLING 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR 2018
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR 2018
Representing Social Media Users for Sarcasm Detection EMNLP 2018
Cross-lingual Lexical Sememe Prediction EMNLP 2018
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings EMNLP 2018
Learning Answer Embeddings for Visual Question Answering CVPR 2018
Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings ACL 2018
Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation EMNLP 2018
Music Source Activity Detection and Separation Using Deep Attractor Network INTERSPEECH 2018
An Improved Deep Embedding Learning Method for Short Duration Speaker Verification INTERSPEECH 2018
Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures INTERSPEECH 2018
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks INTERSPEECH 2018
Triplet Network with Attention for Speaker Diarization INTERSPEECH 2018
A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking CVPR 2018
Learning Deep Disentangled Embeddings With the F-Statistic Loss NIPS 2018
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS 2018
Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts INTERSPEECH 2018