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semi-supervised learning

2331 papers

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Also known as

UDA FSSL SS SSGL SSL SEMISL SSSS SSOD SEMI-SL S3VM SSCL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

Semi-Supervised Learning with Competitive Infection Models AISTATS 2018
Learning Priors for Invariance AISTATS 2018
Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018
Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018
A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018
Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL 2018
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification INTERSPEECH 2018
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription INTERSPEECH 2018
Improved large-scale graph learning through ridge spectral sparsification ICML 2018
Self-Training for Jointly Learning to Ask and Answer Questions NAACL 2018
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL 2018
Reinforced Co-Training NAACL 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension COLING 2018
Doubly Aligned Incomplete Multi-view Clustering IJCAI 2018
A Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 2018
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes INTERSPEECH 2018
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018
Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018
A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018
Variational Inference and Deep Generative Models ACL 2018
Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018
Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis ACL 2018
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring ACL 2018