Weakly Supervised Learning

CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images ICLR 2024 Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning ICLR 2024 CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024 Causal Feature Alignment: Learning To Ignore Spurious Background Features WACV 2024 Causal Imitation for Markov Decision Processes: a Partial Identification Approach NeurIPS 2024 Characterizing Information Seeking Events in Health-Related Social Discourse AAAI 2024 Charting the Linguistic Landscape of Developing Writers: An Annotation Scheme for Enhancing Native Language Proficiency COLING 2024 Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024 Class Tokens Infusion for Weakly Supervised Semantic Segmentation CVPR 2024 Coactive Learning for Large Language Models using Implicit User Feedback ICML 2024 CoCoLoFa: A Dataset of News Comments with Common Logical Fallacies Written by LLM-Assisted Crowds EMNLP 2024 Collaborative Refining for Learning from Inaccurate Labels NeurIPS 2024 Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis AAAI 2024 Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024 Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization ICLR 2024 CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 Consistent Multi-Class Classification from Multiple Unlabeled Datasets ICLR 2024 Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression JMLR 2024 Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ACL 2024 Contrastive Credibility Propagation for Reliable Semi-supervised Learning AAAI 2024 Controller-Guided Partial Label Consistency Regularization with Unlabeled Data AAAI 2024 ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NeurIPS 2024 Correcting Diffusion Generation through Resampling CVPR 2024 CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise NeurIPS 2024