Weakly Supervised Learning

RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories CVPR 2023 ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ACL 2023 Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023 Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023 Reducing the Label Bias for Timestamp Supervised Temporal Action Segmentation CVPR 2023 RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension CVPR 2023 Referring Image Segmentation Using Text Supervision ICCV 2023 Relative Behavioral Attributes: Filling the Gap between Symbolic Goal Specification and Reward Learning from Human Preferences ICLR 2023 Retaining Beneficial Information from Detrimental Data for Neural Network Repair NeurIPS 2023 Rethinking Annotation: Can Language Learners Contribute? ACL 2023 Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition CVPR 2023 Rethinking Weak Supervision in Helping Contrastive Learning ICML 2023 Retrieval-Augmented Multiple Instance Learning NeurIPS 2023 Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach ICCV 2023 Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective NeurIPS 2023 Robust and Agnostic Learning of Conditional Distributional Treatment Effects AISTATS 2023 Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy NeurIPS 2023 Robust Learning for Multi-party Addressee Recognition with Discrete Addressee Codebook ACL 2023 Robust Model-Based Face Reconstruction Through Weakly-Supervised Outlier Segmentation CVPR 2023 Robust Speech Recognition via Large-Scale Weak Supervision ICML 2023 Robust Training for Speaker Verification against Noisy Labels Interspeech 2023 Robust Weak Supervision with Variational Auto-Encoders ICML 2023 RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023 RuleMatch: Matching Abstract Rules for Semi-supervised Learning of Human Standard Intelligence Tests IJCAI 2023 SafeWebUH at SemEval-2023 Task 11: Learning Annotator Disagreement in Derogatory Text: Comparison of Direct Training vs Aggregation SemEval 2023