Weakly Supervised Learning

Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022 Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies ACL 2022 Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022 Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022 Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022 Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation WACV 2022 Inherent Tradeoffs in Learning Fair Representations JMLR 2022 Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties NeurIPS 2022 Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022 Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation CVPR 2022 Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022 Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays MIDL 2022 Interpretable Low-Resource Legal Decision Making AAAI 2022 Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ACL 2022 Invariant Ancestry Search ICML 2022 Investigations of Performance and Bias in Human-AI Teamwork in Hiring AAAI 2022 Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 2022 Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier AAAI 2022 Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation NeurIPS 2022 L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation CVPR 2022 Label Definitions Improve Semantic Role Labeling NAACL 2022 Label-Descriptive Patterns and Their Application to Characterizing Classification Errors ICML 2022 Label distributions help implicit discourse relation classification COLING 2022 Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation AAAI 2022 Label Encoding for Regression Networks ICLR 2022