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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

Transfer Learning with Bottleneck Feature Networks for Whispered Speech Recognition INTERSPEECH 2016
Multivariate Regression on the Grassmannian for Predicting Novel Domains CVPR 2016
Unsupervised Domain Adaptation with Residual Transfer Networks NIPS 2016
STCT: Sequentially Training Convolutional Networks for Visual Tracking CVPR 2016
Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution CVPR 2016
SoundNet: Learning Sound Representations from Unlabeled Video NIPS 2016
Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification CVPR 2016
Leveraging Multiple Domains for Sentiment Classification COLING 2016
Multi-step learning and underlying structure in statistical models NIPS 2016
Overcoming Data Sparsity in Acoustic Modeling of Low-Resource Language by Borrowing Data and Model Parameters from High-Resource Languages INTERSPEECH 2016
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data COLING 2016
Predicting proficiency levels in learner writings by transferring a linguistic complexity model from expert-written coursebooks COLING 2016
A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016
Enhancing Multilingual Recognition of Emotion in Speech by Language Identification INTERSPEECH 2016
A Bayesian model for joint word alignment and part-of-speech transfer COLING 2016
Head Motion Generation with Synthetic Speech: A Data Driven Approach INTERSPEECH 2016
Representation Learning for Speech Emotion Recognition INTERSPEECH 2016
Learning Transferrable Representations for Unsupervised Domain Adaptation NIPS 2016
Object based Scene Representations using Fisher Scores of Local Subspace Projections NIPS 2016
Transfer Learning for Speaker Verification on Short Utterances INTERSPEECH 2016
Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection ICCV 2015
Pedestrian Detection Aided by Deep Learning Semantic Tasks CVPR 2015
A Theoretical Analysis of Metric Hypothesis Transfer Learning ICML 2015
Asymmetric Transfer Learning with Deep Gaussian Processes ICML 2015
Learning Transferable Features with Deep Adaptation Networks ICML 2015