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Semi-Supervised Learning

2,986 papers

Papers per year

Papers

Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 2022
AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy NAACL 2022
Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022
Self-Training with Differentiable Teacher NAACL 2022
Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks NAACL 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer NAACL 2022
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022
Generating unlabelled data for a tri-training approach in a low resourced NER task NAACL 2022
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities NAACL 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer NAACL 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer SEMEVAL 2022
Neuro-symbolic entropy regularization UAI 2022
Stackmix: a complementary mix algorithm UAI 2022
Uncertainty-aware pseudo-labeling for quantum calculations UAI 2022
Semi-supervised novelty detection using ensembles with regularized disagreement UAI 2022
HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning WACV 2022
Deep Photo Scan: Semi-Supervised Learning for Dealing With the Real-World Degradation in Smartphone Photo Scanning WACV 2022
Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations WACV 2022
Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022
Semi-Supervised Multi-Task Learning for Semantics and Depth WACV 2022
Enhancing Few-Shot Image Classification With Unlabelled Examples WACV 2022
Intelligent Camera Selection Decisions for Target Tracking in a Camera Network WACV 2022
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images WACV 2022
A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification WACV 2022
Mixed-Dual-Head Meets Box Priors: A Robust Framework for Semi-Supervised Segmentation WACV 2022