active learning

Enhancing Prediction Performance through Influence Measure ICLR 2025 Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective ICML 2025 Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers IJCAI 2025 Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025 From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision ICCV 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion Model ICCV 2025 Hierarchical Multi-Source Uncertainty Aggregation for Interactive Video Captioning AAAI 2025 Hybrid Data Sampling for ASR: Integrating Acoustic Diversity and Transcription Uncertainty Interspeech 2025 Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation ICML 2025 Inconsistency-Based Federated Active Learning IJCAI 2025 Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention AISTATS 2025 Info-Coevolution: An Efficient Framework for Data Model Coevolution ICML 2025 Instance-wise Supervision-level Optimization in Active Learning CVPR 2025 Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025 Learn How to Query from Unlabeled Data Streams in Federated Learning AAAI 2025 Learning signals defined on graphs with optimal transport and Gaussian process regression AISTATS 2025 Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning ACL 2025 LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning ICLR 2025 MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning ICML 2025 MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild ICCV 2025 Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025 Near-Polynomially Competitive Active Logistic Regression AISTATS 2025 Omni-Query Active Learning for Source-Free Domain Adaptive Cross-Modality 3D Semantic Segmentation AAAI 2025 Optimal and Efficient Binary Questioning for Accelerated Annotation AAAI 2025