Weakly Supervised Learning

Crowdsourcing and Aggregating Nested Markable Annotations ACL 2019 Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLG ACL 2019 Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation CVPR 2019 D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation CVPR 2019 DANet: Divergent Activation for Weakly Supervised Object Localization ICCV 2019 Data Cleansing for Models Trained with SGD NeurIPS 2019 Data Programming for Learning Discourse Structure ACL 2019 Decontamination of Mutual Contamination Models JMLR 2019 Deep Learning of Segment-Level Feature Representation with Multiple Instance Learning for Utterance-Level Speech Emotion Recognition Interspeech 2019 Deep Robust Subjective Visual Property Prediction in Crowdsourcing CVPR 2019 Densely Supervised Grasp Detector (DSGD) AAAI 2019 Dependency Tree Annotation with Mechanical Turk EMNLP 2019 Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019 Detecting the Unexpected via Image Resynthesis ICCV 2019 Devil Is in the Edges: Learning Semantic Boundaries From Noisy Annotations CVPR 2019 DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction ACL 2019 Discriminative and Correlative Partial Multi-Label Learning IJCAI 2019 Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography ICML 2019 Dissimilarity Coefficient Based Weakly Supervised Object Detection CVPR 2019 Distant Learning for Entity Linking with Automatic Noise Detection ACL 2019 Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention NAACL 2019 Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations AAAI 2019 Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ACL 2019 Distill Knowledge From NRSfM for Weakly Supervised 3D Pose Learning ICCV 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset ACL 2019