conftrace_

unlabeled datum

120 papers

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Co-occurring keywords

semi-supervised learning (2341) text classification (6793) transfer learning (5449) domain adaptation (4595) data augmentation (3052) unlabeled data (7) binary classification (678) representation learning (6206) consistency regularization (150) knowledge distillation (3725)

Papers

Consistency-based Semi-supervised Learning for Object detection NIPS 2019
Variational Pretraining for Semi-supervised Text Classification ACL 2019
The information-theoretic value of unlabeled data in semi-supervised learning ICML 2019
When can unlabeled data improve the learning rate? COLT 2019
Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild ICCV 2019
Robustness to Adversarial Perturbations in Learning from Incomplete Data NIPS 2019
Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019
Are Labels Required for Improving Adversarial Robustness? NIPS 2019
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NIPS 2018
Pretraining Sentiment Classifiers with Unlabeled Dialog Data ACL 2018
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR 2018
Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL 2018
Classification from Pairwise Similarity and Unlabeled Data ICML 2018
Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data NAACL 2018
Large-Scale Domain Adaptation via Teacher-Student Learning INTERSPEECH 2017
Distributed Semi-supervised Learning with Kernel Ridge Regression JMLR 2017
Learning the Structure of Generative Models without Labeled Data ICML 2017
Sequence Prediction with Unlabeled Data by Reward Function Learning IJCAI 2017
Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017
Positive unlabeled learning via wrapper-based adaptive sampling IJCAI 2017
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS 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