Active Learning

Towards Professional Level Crowd Annotation of Expert Domain Data CVPR 2023 Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023 Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge ACL 2023 Tuning Legged Locomotion Controllers via Safe Bayesian Optimization CoRL 2023 Turn-Level Active Learning for Dialogue State Tracking EMNLP 2023 Uncertainty-Aware Interactive LiDAR Sampling for Deep Depth Completion WACV 2023 UniBoe’s at SemEval-2023 Task 10: Model-Agnostic Strategies for the Improvement of Hate-Tuned and Generative Models in the Classification of Sexist Posts SemEval 2023 Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition Interspeech 2023 USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution UAI 2023 Variational Information Pursuit for Interpretable Predictions ICLR 2023 VMLC: Statistical Process Control for Image Classification in Manufacturing ACML 2023 Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree ACL 2023 You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation ICCV 2023 Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System EACL 2023 Achieving Minimax Rates in Pool-Based Batch Active Learning ICML 2022 A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks EMNLP 2022 A Comparison of Strategies for Source-Free Domain Adaptation ACL 2022 Active approximately metric-fair learning UAI 2022 Active Bayesian Causal Inference NeurIPS 2022 Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination IJCAI 2022 Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons ACL 2022 Active Example Selection for In-Context Learning EMNLP 2022 Active Exploration for Inverse Reinforcement Learning NeurIPS 2022 Active fairness auditing ICML 2022 Active Few-Shot Learning for Sound Event Detection Interspeech 2022