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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

Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels NIPS 2021
Subgroup Generalization and Fairness of Graph Neural Networks NIPS 2021
MUSCLE: Strengthening Semi-Supervised Learning via Concurrent Unsupervised Learning Using Mutual Information Maximization WACV 2021
Same Same but DifferNet: Semi-Supervised Defect Detection With Normalizing Flows WACV 2021
VideoSSL: Semi-Supervised Learning for Video Classification WACV 2021
Utilizing Every Image Object for Semi-Supervised Phrase Grounding WACV 2021
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning WACV 2021
A Multi-Class Hinge Loss for Conditional GANs WACV 2021
Semi-Supervised Semantic Segmentation With Cross Pseudo Supervision CVPR 2021
Learning from Executions for Semantic Parsing NAACL 2021
Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021
Semi-Supervised Language Models for Identification of Personal Health Experiential from Twitter Data: A Case for Medication Effects NAACL 2021
Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get? NAACL 2021
Semi-supervised Interactive Intent Labeling NAACL 2021
Self-Training with Weak Supervision NAACL 2021
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames NAACL 2021
Event Representation with Sequential, Semi-Supervised Discrete Variables NAACL 2021
Leveraging English Word Embeddings for Semi-Automatic Semantic Classification in Nêhiyawêwin (Plains Cree) NAACL 2021
Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum NAACL 2021
Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL 2021
Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism NAACL 2021
Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021
It is better to Verify: Semi-Supervised Learning with a human in the loop for large-scale NLU models NAACL 2021
Semi-Supervised Policy Initialization for Playing Games with Language Hints NAACL 2021
An Identifiable Double VAE For Disentangled Representations ICML 2021