Weakly Supervised Learning

Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020 Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis ACL 2020 Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach AAAI 2020 Research Replication Prediction Using Weakly Supervised Learning EMNLP 2020 Rethinking the Route Towards Weakly Supervised Object Localization CVPR 2020 Revisiting Rumour Stance Classification: Dealing with Imbalanced Data COLING 2020 Reward-rational (implicit) choice: A unifying formalism for reward learning NeurIPS 2020 Robust Data Programming with Precision-guided Labeling Functions AAAI 2020 Robust Learning from Discriminative Feature Feedback AISTATS 2020 Ruler: Data Programming by Demonstration for Document Labeling EMNLP 2020 Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance CVPR 2020 SCOUT: Self-Aware Discriminant Counterfactual Explanations CVPR 2020 Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020 Self-Adaptive Training: beyond Empirical Risk Minimization NeurIPS 2020 Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data AAAI 2020 Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training ICML 2020 Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2020 Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization NeurIPS 2020 Sentence Classification with Imbalanced Data for Health Applications COLING 2020 Set-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2020 SIGUA: Forgetting May Make Learning with Noisy Labels More Robust ICML 2020 Single-Stage Semantic Segmentation From Image Labels CVPR 2020 SLICE: Supersense-based Lightweight Interpretable Contextual Embeddings COLING 2020 SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection CVPR 2020 SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification CVPR 2020