Weakly Supervised Learning

Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022 Regret Bounds for Multilabel Classification in Sparse Label Regimes NeurIPS 2022 Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward CoRL 2022 Relieving Long-Tailed Instance Segmentation via Pairwise Class Balance CVPR 2022 Resolving label uncertainty with implicit posterior models UAI 2022 Resolving Training Biases via Influence-based Data Relabeling ICLR 2022 Reusing a Multi-lingual Setup to Bootstrap a Grammar Checker for a Very Low Resource Language without Data ACL 2022 Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022 Robust Deep Learning from Crowds with Belief Propagation AISTATS 2022 Robust High-Dimensional Classification From Few Positive Examples IJCAI 2022 Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals EMNLP 2022 Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile ICML 2022 Robustness and Reliability When Training With Noisy Labels AISTATS 2022 Robust Training under Label Noise by Over-parameterization ICML 2022 RoLNiP: Robust Learning Using Noisy Pairwise Comparisons ACML 2022 Safe-Student for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data CVPR 2022 Salvage of Supervision in Weakly Supervised Object Detection CVPR 2022 Sample Selection with Uncertainty of Losses for Learning with Noisy Labels ICLR 2022 Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels CVPR 2022 Scaling Out-of-Distribution Detection for Real-World Settings ICML 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 Scribble-Supervised LiDAR Semantic Segmentation CVPR 2022 Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022 SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022 SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels IJCAI 2022