Semi-Supervised Learning

Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation Interspeech 2021 Adversarial Robustness with Semi-Infinite Constrained Learning NeurIPS 2021 A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing ACL 2021 Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement EMNLP 2021 A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text IJCAI 2021 All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training CVPR 2021 AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence CVPR 2021 ALUE: Arabic Language Understanding Evaluation EACL 2021 A Machine Teaching Framework for Scalable Recognition ICCV 2021 A Multi-Class Hinge Loss for Conditional GANs WACV 2021 An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis AAAI 2021 An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection Interspeech 2021 An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation ICCV 2021 An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021 A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms MLHC 2021 An Identifiable Double VAE For Disentangled Representations ICML 2021 A Novel AI-based Methodology for Identifying Cyber Attacks in Honey Pots AAAI 2021 Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation CVPR 2021 A Preliminary Study on Evaluating Consultation Notes With Post-Editing EACL 2021 A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021 ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity ICLR 2021 A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents ACL 2021 A Simple Baseline for Semi-Supervised Semantic Segmentation With Strong Data Augmentation ICCV 2021 Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework AAAI 2021 AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-Training SemEval 2021