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Active Learning

1,911 papers

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Papers

Evolving Knowledge Distillation with Large Language Models and Active Learning COLING 2024
Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024
Rebalancing Label Distribution While Eliminating Inherent Waiting Time in Multi Label Active Learning Applied to Transformers COLING 2024
TAAL: Target-Aware Active Learning COLING 2024
Mode Estimation with Partial Feedback COLT 2024
Efficient Algorithms for Learning Monophonic Halfspaces in Graphs COLT 2024
Statistical curriculum learning: An elimination algorithm achieving an oracle risk COLT 2024
Agnostic Active Learning of Single Index Models with Linear Sample Complexity COLT 2024
Testable Learning with Distribution Shift COLT 2024
Active Learning with Simple Questions COLT 2024
A surprisal oracle for when every layer counts CONLL 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts CVPR 2024
ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024
Rich Human Feedback for Text-to-Image Generation CVPR 2024
Epistemic Uncertainty Quantification For Pre-Trained Neural Networks CVPR 2024
Active Domain Adaptation with False Negative Prediction for Object Detection CVPR 2024
Active Prompt Learning in Vision Language Models CVPR 2024
Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations CVPR 2024
NeRF Director: Revisiting View Selection in Neural Volume Rendering CVPR 2024
Plug and Play Active Learning for Object Detection CVPR 2024
Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception CVPR 2024
Active Generalized Category Discovery CVPR 2024
Asking the Right Question at the Right Time: Human and Model Uncertainty Guidance to Ask Clarification Questions EACL 2024
Machine-in-the-Loop with Documentary and Descriptive Linguists EACL 2024