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Active Learning

1885 directly classified papers

Papers per year

Papers

Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System EACL 2023
Active representation learning for general task space with applications in robotics NIPS 2023
Sample Efficient Paradigms for Personalized Assessment of Taskable AI Systems IJCAI 2023
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023
PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023
An $\varepsilon$-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond NIPS 2023
Active causal structure learning with advice ICML 2023
Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments ICML 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 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
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023
ActiveAED: A Human in the Loop Improves Annotation Error Detection ACL 2023
Active Learning based Structural Inference ICML 2023
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition INTERSPEECH 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation NIPS 2023
Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection CVPR 2023
How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget NIPS 2023
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment NIPS 2023
Small-Text: Active Learning for Text Classification in Python EACL 2023
Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma INTERSPEECH 2023
Posterior Tracking Algorithm for Classification Bandits AISTATS 2023
Active Cost-aware Labeling of Streaming Data AISTATS 2023
Robot Learning on the Job: Human-in-the-Loop Autonomy and Learning During Deployment RSS 2023
MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation CVPR 2023