Weakly Supervised Learning

On Learning Deep Models with Imbalanced Data Distribution AAAI 2021 Online Boosting with Bandit Feedback ALT 2021 Online Refinement of Low-Level Feature Based Activation Map for Weakly Supervised Object Localization ICCV 2021 On Positivity Bias in Negative Reviews ACL 2021 On Releasing Annotator-Level Labels and Information in Datasets EMNLP 2021 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021 On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021 On the Difficulty of Segmenting Words with Attention EMNLP 2021 On the logistical difficulties and findings of Jopara Sentiment Analysis NAACL 2021 On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP 2021 On the Value of Interaction and Function Approximation in Imitation Learning NeurIPS 2021 Open Intent Extraction from Natural Language Interactions (Extended Abstract) IJCAI 2021 OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization NeurIPS 2021 Open-set Label Noise Can Improve Robustness Against Inherent Label Noise NeurIPS 2021 Open-Vocabulary Object Detection Using Captions CVPR 2021 Partial Multi-Label Optimal Margin Distribution Machine IJCAI 2021 Part Segmentation of Unseen Objects Using Keypoint Guidance WACV 2021 Personalizing Individual Comfort in the Group Setting AAAI 2021 Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation ICCV 2021 PIAP-DF: Pixel-Interested and Anti Person-Specific Facial Action Unit Detection Net With Discrete Feedback Learning ICCV 2021 Pixel Codec Avatars CVPR 2021 Pointwise Binary Classification with Pairwise Confidence Comparisons ICML 2021 Policy Learning Using Weak Supervision NeurIPS 2021 POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples NeurIPS 2021 Positive-Unlabeled Data Purification in the Wild for Object Detection CVPR 2021