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Active Learning

1,911 papers

Papers per year

4
20
39
156
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Papers

Active Learning for Open-Set Annotation CVPR 2022
One-Bit Active Query With Contrastive Pairs CVPR 2022
Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022
Interactive Multi-Class Tiny-Object Detection CVPR 2022
BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation CVPR 2022
Not All Labels Are Equal: Rationalizing the Labeling Costs for Training Object Detection CVPR 2022
Active Learning by Feature Mixing CVPR 2022
Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022
Consistency Driven Sequential Transformers Attention Model for Partially Observable Scenes CVPR 2022
Towards Robust and Reproducible Active Learning Using Neural Networks CVPR 2022
Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022
Entropy-Based Active Learning for Object Detection With Progressive Diversity Constraint CVPR 2022
A Survey of Active Learning for Natural Language Processing EMNLP 2022
Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022
Active Example Selection for In-Context Learning EMNLP 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022
MIC: A Multi-task Interactive Curation Tool EMNLP 2022
POTATO: The Portable Text Annotation Tool EMNLP 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022
Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection EMNLP 2022
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022
Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022
Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022
Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022
COMET-QE and Active Learning for Low-Resource Machine Translation EMNLP 2022