Semi-Supervised Learning

An Unsupervised Hunt for Gravitational Lenses AISTATS 2022 Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks AACL 2022 A Self-improving Skin Lesions Diagnosis Framework Via Pseudo-labeling and Self-distillation ACML 2022 A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT EMNLP 2022 A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification WACV 2022 A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues AAAI 2022 ASM2TV: An Adaptive Semi-supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition AAAI 2022 A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition EMNLP 2022 ASSIST: Towards Label Noise-Robust Dialogue State Tracking ACL 2022 A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling EMNLP 2022 Automatic Noisy Label Correction for Fine-Grained Entity Typing IJCAI 2022 Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022 Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022 AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation WACV 2022 Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images AAAI 2022 BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022 BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation CVPR 2022 Bootstrapping Semantic Segmentation with Regional Contrast ICLR 2022 CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising IJCAI 2022 Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset NeurIPS 2022 Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training Interspeech 2022 Class-Aware Contrastive Semi-Supervised Learning CVPR 2022 Class-Imbalanced Semi-Supervised Learning with Adaptive Thresholding ICML 2022 Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022 Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction COLING 2022