active learning

Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides of the Same Coin? WACV 2022 Best Arm Identification with Safety Constraints AISTATS 2022 Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification COLING 2022 Biological Sequence Design with GFlowNets ICML 2022 Boosting Active Learning via Improving Test Performance AAAI 2022 BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation CVPR 2022 Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022 CHIA: CHoosing Instances to Annotate for Machine Translation EMNLP 2022 Class-Balanced Active Learning for Image Classification WACV 2022 Clean or Annotate: How to Spend a Limited Data Collection Budget NAACL 2022 Clustering with Queries under Semi-Random Noise COLT 2022 Coherence-based Label Propagation over Time Series for Accelerated Active Learning ICLR 2022 COMET-QE and Active Learning for Low-Resource Machine Translation EMNLP 2022 Constants Matter: The Performance Gains of Active Learning ICML 2022 Convergence of Uncertainty Sampling for Active Learning ICML 2022 CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation AAAI 2022 Cross-Space Active Learning on Graph Convolutional Networks ICML 2022 Deep Active Learning by Leveraging Training Dynamics NeurIPS 2022 Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022 Designing a Human-in-the-Loop System for Object Detection in Floor Plans AAAI 2022 Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate COLING 2022 Differential Assessment of Black-Box AI Agents AAAI 2022 Discrepancy-Based Active Learning for Domain Adaptation ICLR 2022 ”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer NAACL 2022 Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias WACV 2022