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Transfer Learning

2362 directly classified papers

Papers per year

Papers

iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning CVPR 2016
Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification CVPR 2016
Summary Transfer: Exemplar-Based Subset Selection for Video Summarization CVPR 2016
Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution CVPR 2016
Understanding Real World Indoor Scenes With Synthetic Data CVPR 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis CVPR 2016
Constrained Deep Transfer Feature Learning and Its Applications CVPR 2016
Factorized Linear Input Network for Acoustic Model Adaptation in Noisy Conditions INTERSPEECH 2016
Overcoming Data Sparsity in Acoustic Modeling of Low-Resource Language by Borrowing Data and Model Parameters from High-Resource Languages INTERSPEECH 2016
Learning Neural Network Representations Using Cross-Lingual Bottleneck Features with Word-Pair Information INTERSPEECH 2016
Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning JMLR 2016
Fast Gated Neural Domain Adaptation: Language Model as a Case Study COLING 2016
Cross-Stitch Networks for Multi-Task Learning CVPR 2016
Learning From the Mistakes of Others: Matching Errors in Cross-Dataset Learning CVPR 2016
Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015
Cross-Scene Crowd Counting via Deep Convolutional Neural Networks CVPR 2015
Learning a Non-Linear Knowledge Transfer Model for Cross-View Action Recognition CVPR 2015
Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection ICCV 2015
Web-Scale Training for Face Identification CVPR 2015
Weakly Supervised Localization of Novel Objects Using Appearance Transfer CVPR 2015
Transferring a Semantic Representation for Person Re-Identification and Search CVPR 2015
Taking a Deeper Look at Pedestrians CVPR 2015
Semi-supervised Sequence Learning NIPS 2015
Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NIPS 2015