Semi-Supervised Learning

Rethinking Pre-training and Self-training NeurIPS 2020 Rethinking the Value of Labels for Improving Class-Imbalanced Learning NeurIPS 2020 RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER COLING 2020 ROSS: Robust Learning of One-shot 3D Shape Segmentation WACV 2020 Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data ICML 2020 SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR Interspeech 2020 Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NeurIPS 2020 ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation CVPR 2020 SELF: Learning to Filter Noisy Labels with Self-Ensembling ICLR 2020 Self-paced Multi-view Co-training JMLR 2020 Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020 Self-training Avoids Using Spurious Features Under Domain Shift NeurIPS 2020 Self-Training for End-to-End Speech Translation Interspeech 2020 Self-Training for Unsupervised Parsing with PRPN ACL 2020 Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020 Semi-Supervised ASR by End-to-End Self-Training Interspeech 2020 Semi-supervised Autoencoding Projective Dependency Parsing COLING 2020 Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction EMNLP 2020 Semi-supervised Category-specific Review Tagging on Indonesian E-Commerce Product Reviews ACL 2020 Semi-Supervised Cleansing of Web Argument Corpora COLING 2020 Semi-supervised Clustering via Pairwise Constrained Optimal Graph IJCAI 2020 Semi-supervised Contextual Historical Text Normalization ACL 2020 Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL 2020 Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations COLING 2020 Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution Interspeech 2020