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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Learning Pose Specific Representations by Predicting Different Views CVPR 2018
Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018
Learning Policy Representations in Multiagent Systems ICML 2018
IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets SEMEVAL 2018
CRIM at SemEval-2018 Task 9: A Hybrid Approach to Hypernym Discovery SEMEVAL 2018
SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers SEMEVAL 2018
Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning SEMEVAL 2018
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes INTERSPEECH 2018
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification INTERSPEECH 2018
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks INTERSPEECH 2018
Intent Discovery Through Unsupervised Semantic Text Clustering INTERSPEECH 2018
Automatic Assessment of Individual Culture Attribute of Power Distance Using a Social Context-Enhanced Prosodic Network Representation INTERSPEECH 2018
A Simple and Effective Approach to the Story Cloze Test NAACL 2018
Mittens: an Extension of GloVe for Learning Domain-Specialized Representations NAACL 2018
The Emergence of Semantics in Neural Network Representations of Visual Information NAACL 2018
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018
Disambiguated skip-gram model EMNLP 2018
Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space EMNLP 2018
Representing Urban Functions through Zone Embedding with Human Mobility Patterns IJCAI 2018
Learning Semantic Representations for Unsupervised Domain Adaptation ICML 2018
Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking IJCAI 2018
Robust Multi-view Representation: A Unified Perspective from Multi-view Learning to Domain Adaption IJCAI 2018
Adversarially Regularized Autoencoders ICML 2018
Learning Adversarially Fair and Transferable Representations ICML 2018