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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

Speech Representation Learning Using Unsupervised Data-Driven Modulation Filtering for Robust ASR INTERSPEECH 2017
Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017
Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ACL 2017
What Does the Speaker Embedding Encode? INTERSPEECH 2017
Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection INTERSPEECH 2017
Large-scale Subspace Clustering by Fast Regression Coding IJCAI 2017
Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding IJCAI 2017
Learning User Embeddings from Emails EACL 2017
Methodical Evaluation of Arabic Word Embeddings ACL 2017
Modeling Hebb Learning Rule for Unsupervised Learning IJCAI 2017
Estimating individual treatment effect: generalization bounds and algorithms ICML 2017
Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning IJCAI 2017
Unsupervised Learning via Total Correlation Explanation IJCAI 2017
Online Partial Least Square Optimization: Dropping Convexity for Better Efficiency and Scalability ICML 2017
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval CVPR 2017
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification EACL 2017
Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short EMNLP 2017
Learning Generic Sentence Representations Using Convolutional Neural Networks EMNLP 2017
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017
Idiom-Aware Compositional Distributed Semantics EMNLP 2017
MUSE: Modularizing Unsupervised Sense Embeddings EMNLP 2017
Dict2vec : Learning Word Embeddings using Lexical Dictionaries EMNLP 2017
Neural Machine Translation with Word Predictions EMNLP 2017
Hierarchical Embeddings for Hypernymy Detection and Directionality EMNLP 2017
Predicting Word Association Strengths EMNLP 2017