Active Learning

SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022 Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge NeurIPS 2022 Teaching Interactively to Learn Emotions in Natural Language NAACL 2022 The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes NeurIPS 2022 Towards Active Vision for Action Localization With Reactive Control and Predictive Learning WACV 2022 Towards Computationally Feasible Deep Active Learning NAACL 2022 Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces AAAI 2022 Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation CVPR 2022 Towards Robust and Reproducible Active Learning Using Neural Networks CVPR 2022 Tracking Most Significant Arm Switches in Bandits COLT 2022 TrustAL: Trustworthy Active Learning Using Knowledge Distillation AAAI 2022 Universal Rates for Interactive Learning NeurIPS 2022 Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems JMLR 2022 Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees AAAI 2022 Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022 You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example CoRL 2022 ACAT-G: An Interactive Learning Framework for Assisted Response Generation AAAI 2021 Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021 Achieving Fairness in the Stochastic Multi-Armed Bandit Problem JMLR 2021 A Clustering-based framework for Classifying Data Streams IJCAI 2021 A Comparative Survey: Benchmarking for Pool-based Active Learning IJCAI 2021 Active2 Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation NAACL 2021 Active 3D Shape Reconstruction from Vision and Touch NeurIPS 2021 ActiveAnno: General-Purpose Document-Level Annotation Tool with Active Learning Integration NAACL 2021 Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations NeurIPS 2021