Active Learning

QI-IRA: Quantum-Inspired Interactive Ranking Aggregation for Person Re-identification AAAI 2024 Quantifying Local Model Validity using Active Learning UAI 2024 Querying Easily Flip-flopped Samples for Deep Active Learning ICLR 2024 Queueing Matching Bandits with Preference Feedback NeurIPS 2024 RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation NeurIPS 2024 Real-Time Selection Under General Constraints via Predictive Inference NeurIPS 2024 Rebalancing Label Distribution While Eliminating Inherent Waiting Time in Multi Label Active Learning Applied to Transformers COLING 2024 ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use IJCAI 2024 Reciprocal Learning NeurIPS 2024 REDUCR: Robust Data Downsampling using Class Priority Reweighting NeurIPS 2024 Regimes of No Gain in Multi-class Active Learning JMLR 2024 Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024 Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning ICLR 2024 Resisting the Lure of the Skyline: Grounding Practices in Active Learning for Morphological Inflection ACL 2024 Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024 Rich Human Feedback for Text-to-Image Generation CVPR 2024 Robust Offline Active Learning on Graphs NeurIPS 2024 Sample-efficient Bayesian Optimisation Using Known Invariances NeurIPS 2024 Se2: Sequential Example Selection for In-Context Learning ACL 2024 Seer: Enabling Future-Aware Online Caching in Networked Systems NSDI 2024 SEL-BALD: Deep Bayesian Active Learning with Selective Labels NeurIPS 2024 Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024 Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024 Semi-supervised Active Learning for Video Action Detection AAAI 2024 Smoothness-Adaptive Dynamic Pricing with Nonparametric Demand Learning AISTATS 2024