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A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning

Dec 16, 2019
Yunhui Guo, Noel C. F. Codella, Leonid Karlinsky, John R. Smith, Tajana Rosing, Rogerio Feris


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AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning

Dec 09, 2019
Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing


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Learning with Long-term Remembering: Following the Lead of Mixed Stochastic Gradient

Oct 31, 2019
Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing

* 16 pages 

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Depthwise Convolution is All You Need for Learning Multiple Visual Domains

Feb 19, 2019
Yunhui Guo, Yandong Li, Rogerio Feris, Liqiang Wang, Tajana Rosing


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SpotTune: Transfer Learning through Adaptive Fine-tuning

Nov 21, 2018
Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogerio Feris


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A Survey on Methods and Theories of Quantized Neural Networks

Aug 13, 2018
Yunhui Guo

* Version 0.0 

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