Weakly Supervised Learning

Classifying Treatment Responders Under Causal Effect Monotonicity ICML 2019 CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019 C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection ICCV 2019 C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection CVPR 2019 Combating Label Noise in Deep Learning using Abstention ICML 2019 Combinatorial Inference against Label Noise NeurIPS 2019 Combining Distant and Direct Supervision for Neural Relation Extraction NAACL 2019 Co-Mining: Deep Face Recognition With Noisy Labels ICCV 2019 Commonsense about Human Senses: Labeled Data Collection Processes EMNLP 2019 Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning on Robots RSS 2019 CompILE: Compositional Imitation Learning and Execution ICML 2019 Complementary-Label Learning for Arbitrary Losses and Models ICML 2019 Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding AAAI 2019 Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns ACL 2019 Context-Aware Feature and Label Fusion for Facial Action Unit Intensity Estimation With Partially Labeled Data ICCV 2019 Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model ICML 2019 Contextual Recovery of Out-of-Lattice Named Entities in Automatic Speech Recognition Interspeech 2019 Conversational Response Re-ranking Based on Event Causality and Role Factored Tensor Event Embedding ACL 2019 Copula Multi-label Learning NeurIPS 2019 Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels NeurIPS 2019 Counting With Focus for Free ICCV 2019 Covariate Shift Adaptation on Learning from Positive and Unlabeled Data AAAI 2019 Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction AAAI 2019 Cross-Task Weakly Supervised Learning From Instructional Videos CVPR 2019 CrossWeigh: Training Named Entity Tagger from Imperfect Annotations EMNLP 2019