Weakly Supervised Learning

Learning from Failure: Improving Meeting Summarization without Good Samples AAAI 2024 Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation ICLR 2024 Learning from Multiple Annotator Biased Labels in Multimodal Conversation Interspeech 2024 Learning from Noisy Labels via Conditional Distributionally Robust Optimization NeurIPS 2024 Learning MDL Logic Programs from Noisy Data AAAI 2024 Learning Multi-Scale Video-Text Correspondence for Weakly Supervised Temporal Article Gronding AAAI 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Learning Real-World Image De-weathering with Imperfect Supervision AAAI 2024 Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation IJCAI 2024 Learning Safety Constraints from Demonstrations with Unknown Rewards AISTATS 2024 Learning Subject-Aware Cropping by Outpainting Professional Photos AAAI 2024 Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation WACV 2024 Learning to Generate Answers with Citations via Factual Consistency Models ACL 2024 Learning to Segment Referred Objects from Narrated Egocentric Videos CVPR 2024 Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical ICML 2024 Learning with Noisy Labels Using Hyperspherical Margin Weighting AAAI 2024 Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels CVPR 2024 Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency ICML 2024 Learning with Structural Labels for Learning with Noisy Labels CVPR 2024 Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ACL 2024 LEOD: Label-Efficient Object Detection for Event Cameras CVPR 2024 Less Is More: Label Recommendation for Weakly Supervised Point Cloud Semantic Segmentation AAAI 2024 LESS: Label-Efficient and Single-Stage Referring 3D Segmentation NeurIPS 2024 Leveraging Approximate Pattern Matching with BERT for Event Detection EACL 2024 Leveraging Customer Feedback for Multi-modal Insight Extraction NAACL 2024