Weakly Supervised Learning

Positive-Unlabeled Learning from Imbalanced Data IJCAI 2021 Precision-based Boosting AAAI 2021 PreDet: Large-Scale Weakly Supervised Pre-Training for Detection ICCV 2021 Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning AAAI 2021 Predictive Adversarial Learning from Positive and Unlabeled Data AAAI 2021 Preference-based Online Learning with Dueling Bandits: A Survey JMLR 2021 Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation ICCV 2021 Procrustean Training for Imbalanced Deep Learning ICCV 2021 Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ICCV 2021 Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021 Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation ICCV 2021 Provably End-to-end Label-noise Learning without Anchor Points ICML 2021 Pseudo-Mask Matters in Weakly-Supervised Semantic Segmentation ICCV 2021 PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021 Putting the “Learning" into Learning-Augmented Algorithms for Frequency Estimation ICML 2021 QActor: Active Learning on Noisy Labels ACML 2021 Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation AAAI 2021 Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation CVPR 2021 Ranking Sets of Defeasible Elements in Preferential Approaches to Structured Argumentation: Postulates, Relations, and Characterizations AAAI 2021 Reciprocal Landmark Detection and Tracking With Extremely Few Annotations CVPR 2021 Red Carpet to Fight Club: Partially-Supervised Domain Transfer for Face Recognition in Violent Videos WACV 2021 Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation NeurIPS 2021 Reducing the Annotation Effort for Video Object Segmentation Datasets WACV 2021 Reference-based Weak Supervision for Answer Sentence Selection using Web Data EMNLP 2021 RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization WACV 2021