Weakly Supervised Learning

Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation CVPR 2018 Revisiting Knowledge Transfer for Training Object Class Detectors CVPR 2018 Robust Active Label Correction AISTATS 2018 Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018 Robustness of conditional GANs to noisy labels NeurIPS 2018 Scalable Construction and Reasoning of Massive Knowledge Bases NAACL 2018 Self-Erasing Network for Integral Object Attention NeurIPS 2018 Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR 2018 Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection Interspeech 2018 Spoken Keyword Detection Using Joint DTW-CNN Interspeech 2018 Structured Output Learning with Abstention: Application to Accurate Opinion Prediction ICML 2018 Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised EMNLP 2018 TACO: Learning Task Decomposition via Temporal Alignment for Control ICML 2018 Tag-based Weakly-supervised Hashing for Image Retrieval IJCAI 2018 Tags2Parts: Discovering Semantic Regions From Shape Tags CVPR 2018 TALEN: Tool for Annotation of Low-resource ENtities ACL 2018 Tell Me Where to Look: Guided Attention Inference Network CVPR 2018 Temporal Event Knowledge Acquisition via Identifying Narratives ACL 2018 Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018 Time Aggregation Operators for Multi-label Audio Event Detection Interspeech 2018 Towards an argumentative content search engine using weak supervision COLING 2018 Towards Enabling Binary Decomposition for Partial Label Learning IJCAI 2018 Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data EMNLP 2018 Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL 2018 Training Classifiers with Natural Language Explanations ACL 2018