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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

Grasp2Vec: Learning Object Representations from Self-Supervised Grasping CORL 2018
Learning representations for sentiment classification using Multi-task framework EMNLP 2018
Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018
Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018
Translations as Additional Contexts for Sentence Classification IJCAI 2018
Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018
Deep Clustering for Unsupervised Learning of Visual Features ECCV 2018
Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018
Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL 2018
Ultra-Fine Entity Typing ACL 2018
CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference EMNLP 2018
ContextVP: Fully Context-Aware Video Prediction ECCV 2018
Fixing a Broken ELBO ICML 2018
Convolutional Memory Blocks for Depth Data Representation Learning IJCAI 2018
Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018
CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018
Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML 2018
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks NIPS 2018
Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018
Image-to-image translation for cross-domain disentanglement NIPS 2018
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018
Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer INTERSPEECH 2018
Deep Multi-View Concept Learning IJCAI 2018