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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

Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning INTERSPEECH 2019
Prosodic Representations of Prominence Classification Neural Networks and Autoencoders Using Bottleneck Features INTERSPEECH 2019
Detection of Glottal Closure Instants from Raw Speech Using Convolutional Neural Networks INTERSPEECH 2019
Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach INTERSPEECH 2019
Transfer-Representation Learning for Detecting Spoofing Attacks with Converted and Synthesized Speech in Automatic Speaker Verification System INTERSPEECH 2019
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ACL 2019
Modeling Semantic Compositionality with Sememe Knowledge ACL 2019
An Empirical Study of Span Representations in Argumentation Structure Parsing ACL 2019
Sentence-Level Agreement for Neural Machine Translation ACL 2019
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization ACL 2019
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ACL 2019
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation ACL 2019
Latent Multi-Task Architecture Learning AAAI 2019
Learning Attribute-Specific Representations for Visual Tracking AAAI 2019
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction CVPR 2019
DeepMDP: Learning Continuous Latent Space Models for Representation Learning ICML 2019
EMI: Exploration with Mutual Information ICML 2019
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning ICML 2019
Adaptive Neural Trees ICML 2019
A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019
Designing and Interpreting Probes with Control Tasks EMNLP 2019
Multi-Granularity Representations of Dialog EMNLP 2019
Learning Invariant Representations of Social Media Users EMNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
CounterFactual Regression with Importance Sampling Weights IJCAI 2019