unlabeled data

Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild ICCV 2019 Robustness to Adversarial Perturbations in Learning from Incomplete Data NeurIPS 2019 The information-theoretic value of unlabeled data in semi-supervised learning ICML 2019 There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average ICLR 2019 Unifying Heterogeneous Classifiers With Distillation CVPR 2019 Variational Pretraining for Semi-supervised Text Classification ACL 2019 When can unlabeled data improve the learning rate? COLT 2019 Classification from Pairwise Similarity and Unlabeled Data ICML 2018 Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data NAACL 2018 Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018 Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR 2018 Pretraining Sentiment Classifiers with Unlabeled Dialog Data ACL 2018 Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NeurIPS 2018 Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL 2018 Distributed Semi-supervised Learning with Kernel Ridge Regression JMLR 2017 Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NeurIPS 2017 Large-Scale Domain Adaptation via Teacher-Student Learning Interspeech 2017 Learning the Structure of Generative Models without Labeled Data ICML 2017 Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017 Positive unlabeled learning via wrapper-based adaptive sampling IJCAI 2017 Sequence Prediction with Unlabeled Data by Reward Function Learning IJCAI 2017 Estimating Accuracy from Unlabeled Data: A Bayesian Approach ICML 2016 Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data Interspeech 2016 Training Data Enrichment for Infrequent Discourse Relations COLING 2016 Estimating the accuracies of multiple classifiers without labeled data AISTATS 2015