Weakly Supervised Learning

LSTM Neural Network-Based Speaker Segmentation Using Acoustic and Language Modelling Interspeech 2017 Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach CVPR 2017 Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search CVPR 2017 MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks With Privileged Information CVPR 2017 Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours ALT 2017 Mode Switch Assistance To Maximize Human Intent Disambiguation RSS 2017 Multi-Grained Chinese Word Segmentation EMNLP 2017 Multi-Instance Learning with Key Instance Shift IJCAI 2017 Multilabel Classification with Group Testing and Codes ICML 2017 Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR 2017 Multi-Positive and Unlabeled Learning IJCAI 2017 Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ACL 2017 Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective EMNLP 2017 Noise Mitigation for Neural Entity Typing and Relation Extraction EACL 2017 NTNU-1@ScienceIE at SemEval-2017 Task 10: Identifying and Labelling Keyphrases with Conditional Random Fields SemEval 2017 Object Region Mining With Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach CVPR 2017 Obtaining High-Quality Label by Distinguishing between Easy and Hard Items in Crowdsourcing IJCAI 2017 Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ACL 2017 Parallel Symmetric Class Expression Learning JMLR 2017 Perception of Non-Contrastive Variations in American English by Japanese Learners: Flaps are Less Favored Than Stops Interspeech 2017 Positive unlabeled learning via wrapper-based adaptive sampling IJCAI 2017 Positive-Unlabeled Learning with Non-Negative Risk Estimator NeurIPS 2017 Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model IJCAI 2017 Privileged Multi-label Learning IJCAI 2017 Reading Validation for Pronunciation Evaluation in the Digitala Project Interspeech 2017