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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

Comprehensive Semi-Supervised Multi-Modal Learning IJCAI 2019
How to Annotate 100 Hours in 45 Minutes INTERSPEECH 2019
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019
Semi-Supervised Transfer Learning for Image Rain Removal CVPR 2019
Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild CVPR 2019
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images CVPR 2019
PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019
Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification IJCAI 2019
Semi-Supervised Skin Detection by Network With Mutual Guidance ICCV 2019
Scene Graph Prediction With Limited Labels ICCV 2019
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP 2019
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019
Predicting Malware Attributes from Cybersecurity Texts NAACL 2019
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation CVPR 2019
Data Representation and Learning With Graph Diffusion-Embedding Networks CVPR 2019
Semi-Supervised Learning With Graph Learning-Convolutional Networks CVPR 2019
Learning Flexible Latent Representations via Encapsulated Variational Encoders AAAI 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019
An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings EMNLP 2019
Minimally Supervised Learning of Affective Events Using Discourse Relations EMNLP 2019
Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019
AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019