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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

Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes CVPR 2020
Semi-Supervised Learning for Few-Shot Image-to-Image Translation CVPR 2020
Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations CVPR 2020
Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data CVPR 2020
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection CVPR 2020
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction EMNLP 2020
Learning with Labeled and Unlabeled Multi-Step Transition Data for Recovering Markov Chain from Incomplete Transition Data IJCAI 2020
Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020
Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression IJCAI 2020
Understanding the Success of Graph-based Semi-Supervised Learning using Partially Labelled Stochastic Block Model IJCAI 2020
Semi-supervised Contextual Historical Text Normalization ACL 2020
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders AAAI 2020
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network AAAI 2020
Graph Few-Shot Learning via Knowledge Transfer AAAI 2020
Uncertainty Aware Graph Gaussian Process for Semi-Supervised Learning AAAI 2020
Semi-Supervised Learning for Maximizing the Partial AUC AAAI 2020
AutoDAL: Distributed Active Learning with Automatic Hyperparameter Selection AAAI 2020
Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection AAAI 2020
Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution INTERSPEECH 2020
Contextual Text Style Transfer EMNLP 2020
Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision CVPR 2020
Improved Noisy Student Training for Automatic Speech Recognition INTERSPEECH 2020
Semi-Supervised Learning with Data Augmentation for End-to-End ASR INTERSPEECH 2020
Unsupervised Data Augmentation for Consistency Training NIPS 2020
On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data INTERSPEECH 2020