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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Taking a Deeper Look at Pedestrians CVPR 2015
Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015
Semi-supervised Sequence Learning NIPS 2015
Cross-Scene Crowd Counting via Deep Convolutional Neural Networks CVPR 2015
Learning With Dataset Bias in Latent Subcategory Models CVPR 2015
Grounding English Commands to Reward Functions RSS 2015
Curriculum Learning of Multiple Tasks CVPR 2015
From Emotions to Action Units With Hidden and Semi-Hidden-Task Learning ICCV 2015
Largest Source Subset Selection for Instance Transfer ACML 2015
Compression Artifacts Reduction by a Deep Convolutional Network ICCV 2015
Classifier Learning With Hidden Information CVPR 2015
Model Recommendation: Generating Object Detectors From Few Samples CVPR 2015
Efficient Representations for Lifelong Learning and Autoencoding COLT 2015
Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks ICML 2014
Transfer Learning Decision Forests for Gesture Recognition JMLR 2014
LSDA: Large Scale Detection through Adaptation NIPS 2014
Flexible Transfer Learning under Support and Model Shift NIPS 2014
Learning Deep Features for Scene Recognition using Places Database NIPS 2014
Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014
Efficient Transfer Learning Method for Automatic Hyperparameter Tuning AISTATS 2014
Active Transfer Learning under Model Shift ICML 2014
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation CVPR 2014
Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective CVPR 2014
Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks CVPR 2014
A PAC-Bayesian bound for Lifelong Learning ICML 2014