Weakly Supervised Learning

Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023 Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution Network Trained on Large-Scale H&E Whole Slide Images with Weak Labels MIDL 2023 Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection AAAI 2023 Label Correction of Crowdsourced Noisy Annotations with an Instance-Dependent Noise Transition Model NeurIPS 2023 Label-efficient Segmentation via Affinity Propagation NeurIPS 2023 Label-Free Liver Tumor Segmentation CVPR 2023 Label-Noise Learning with Intrinsically Long-Tailed Data ICCV 2023 Label Propagation with Weak Supervision ICLR 2023 Labels, Information, and Computation: Efficient Learning Using Sufficient Labels JMLR 2023 Language Models are Weak Learners NeurIPS 2023 LanSER: Language-Model Supported Speech Emotion Recognition Interspeech 2023 Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023 Late Stopping: Avoiding Confidently Learning from Mislabeled Examples ICCV 2023 Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023 Learning Articulated Shape With Keypoint Pseudo-Labels From Web Images CVPR 2023 Learning by Hallucinating: Vision-Language Pre-Training With Weak Supervision WACV 2023 Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation ICCV 2023 Learning Few-Shot Segmentation From Bounding Box Annotations WACV 2023 Learning From Biased Soft Labels NeurIPS 2023 Learning From Noisy Labels With Decoupled Meta Label Purifier CVPR 2023 Learning from Noisy Pseudo Labels for Semi-Supervised Temporal Action Localization ICCV 2023 Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning ACL 2023 Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection NeurIPS 2023 Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features AAAI 2023 Learning Group Importance using the Differentiable Hypergeometric Distribution ICLR 2023