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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019
Robust Representation Learning of Biomedical Names ACL 2019
Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction SEMEVAL 2019
Orderly Subspace Clustering AAAI 2019
Variational Autoencoders Pursue PCA Directions (by Accident) CVPR 2019
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts ACL 2019
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019
A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition IJCAI 2019
Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks INTERSPEECH 2019
Medical Concept Embedding with Multiple Ontological Representations IJCAI 2019
One Size Does Not Fit All: Comparing NMT Representations of Different Granularities NAACL 2019
MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition CVPR 2019
Ornstein Auto-Encoders IJCAI 2019
Variation Generalized Feature Learning via Intra-view Variation Adaptation IJCAI 2019
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings EMNLP 2019
Pre-trained language model representations for language generation NAACL 2019
CNN-Based Phoneme Classifier from Vocal Tract MRI Learns Embedding Consistent with Articulatory Topology INTERSPEECH 2019
wav2vec: Unsupervised Pre-Training for Speech Recognition INTERSPEECH 2019
Survey Talk: Multimodal Processing of Speech and Language INTERSPEECH 2019
Jointly Adversarial Enhancement Training for Robust End-to-End Speech Recognition INTERSPEECH 2019
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition INTERSPEECH 2019
Additive Compositionality of Word Vectors EMNLP 2019
Understanding and Visualizing Deep Visual Saliency Models CVPR 2019
Agent-based Decision Support for Pain Management in Primary Care Settings IJCAI 2019
Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction CVPR 2019