Tag: Active Learning

All the papers with the tag "Active Learning".

• Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise

  grok-3-latest

  Score: 0.50

  Published:2025年5月7日 at  at 12:53

  #Vision Transformer, #Active Learning, #Label Noise, #Model Calibration, #Computational Efficiency

  本文系统分析了视觉变换器在主动学习和标签噪声环境下的表现，揭示模型规模和补丁大小对准确率、校准和效率的影响，为资源受限场景下的模型选择提供实用指导。