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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

Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018
Learning Visually Grounded Sentence Representations NAACL 2018
Disentangling by Factorising ICML 2018
Enriching Word Embeddings with Domain Knowledge for Readability Assessment COLING 2018
Information Encoding by Deep Neural Networks: What Can We Learn? INTERSPEECH 2018
Cross-Domain Sentiment Classification with Target Domain Specific Information ACL 2018
Learning Dynamics of Linear Denoising Autoencoders ICML 2018
Deep Predictive Coding Network for Object Recognition ICML 2018
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors INTERSPEECH 2018
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method IJCAI 2018
Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018
An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition INTERSPEECH 2018
OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018
Mutual Information Neural Estimation ICML 2018
Tree Edit Distance Learning via Adaptive Symbol Embeddings ICML 2018
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018
Universal Sentence Encoder for English EMNLP 2018
Teaching Syntax by Adversarial Distraction EMNLP 2018
Classification and Representation Joint Learning via Deep Networks IJCAI 2017
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation EACL 2017
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings EACL 2017
Continuous N-gram Representations for Authorship Attribution EACL 2017
Joint Learning on Relevant User Attributes in Micro-blog IJCAI 2017
Global Syllable Vectors for Building TTS Front-End with Deep Learning INTERSPEECH 2017