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Self-supervised Visual Attribute Learning for Fashion Compatibility

Aug 01, 2020
Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A Plummer


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COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder

Jul 29, 2020
Kuniaki Saito, Kate Saenko, Ming-Yu Liu

* The paper will be presented at the EUROPEAN Conference on Computer Vision (ECCV) 2020 

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Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels

Mar 18, 2020
Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko


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Universal Domain Adaptation through Self Supervision

Mar 10, 2020
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Kate Saenko


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MULE: Multimodal Universal Language Embedding

Sep 08, 2019
Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer

* 13 pages 

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Semi-supervised Domain Adaptation via Minimax Entropy

Apr 16, 2019
Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko


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TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation

Dec 18, 2018
Toshihiko Matsuura, Kuniaki Saito, Tatsuya Harada


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Strong-Weak Distribution Alignment for Adaptive Object Detection

Dec 12, 2018
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko


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Multichannel Semantic Segmentation with Unsupervised Domain Adaptation

Dec 11, 2018
Kohei Watanabe, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

* published on AUTONUE Workshops of ECCV 2018 

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Open Set Domain Adaptation by Backpropagation

Jul 06, 2018
Kuniaki Saito, Shohei Yamamoto, Yoshitaka Ushiku, Tatsuya Harada

* Accepted by ECCV2018 

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Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation

Jun 26, 2018
Xingchao Peng, Ben Usman, Kuniaki Saito, Neela Kaushik, Judy Hoffman, Kate Saenko


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Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

Apr 03, 2018
Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku, Tatsuya Harada

* Accepted to CVPR2018 Oral, Code is available at https://github.com/mil-tokyo/MCD_DA 

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Adversarial Dropout Regularization

Mar 02, 2018
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada, Kate Saenko

* TBA on ICLR2018 

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Spatio-temporal Person Retrieval via Natural Language Queries

Aug 22, 2017
Masataka Yamaguchi, Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

* Accepted to ICCV2017 

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Asymmetric Tri-training for Unsupervised Domain Adaptation

May 13, 2017
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

* TBA on ICML2017 

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DualNet: Domain-Invariant Network for Visual Question Answering

May 04, 2017
Kuniaki Saito, Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada

* Accepted as an oral paper by ICME 2017 

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DeMIAN: Deep Modality Invariant Adversarial Network

Dec 28, 2016
Kuniaki Saito, Yusuke Mukuta, Yoshitaka Ushiku, Tatsuya Harada


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