Weakly Supervised Learning

Causal Explanation Analysis on Social Media EMNLP 2018 Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI 2018 Classification from Pairwise Similarity and Unlabeled Data ICML 2018 Collaborative Learning for Weakly Supervised Object Detection IJCAI 2018 Combining Human and Machine Transcriptions on the Zooniverse Platform EMNLP 2018 Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks Interspeech 2018 Comparison-Based Random Forests ICML 2018 Competitive Caching with Machine Learned Advice ICML 2018 Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations ICML 2018 Cost-Sensitive Learning with Noisy Labels JMLR 2018 Co-teaching: Robust training of deep neural networks with extremely noisy labels NeurIPS 2018 Cross-Domain Depression Detection via Harvesting Social Media IJCAI 2018 Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR 2018 Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos CVPR 2018 Data Collection for Dialogue System: A Startup Perspective NAACL 2018 Datasets of Slovene and Croatian Moderated News Comments EMNLP 2018 DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ACL 2018 DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018 Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech Interspeech 2018 Detecting Diabetes Risk from Social Media Activity EMNLP 2018 Detecting Gang-Involved Escalation on Social Media Using Context EMNLP 2018 Developing and Evaluating Annotation Procedures for Twitter Data during Hazard Events COLING 2018 Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018 Discourse Marker Detection for Hesitation Events on Mandarin Conversation Interspeech 2018 Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018