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Font Completion and Manipulation by Cycling Between Multi-Modality Representations


Aug 30, 2021
Ye Yuan, Wuyang Chen, Zhaowen Wang, Matthew Fisher, Zhifei Zhang, Zhangyang Wang, Hailin Jin

* submitted to IEEE Transactions on Multimedia (TMM) 

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Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics


Aug 26, 2021
Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, Zhangyang Wang

* submitted to TPAMI 

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DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference


Jul 16, 2021
Chaojian Li, Wuyang Chen, Yuchen Gu, Tianlong Chen, Yonggan Fu, Zhangyang Wang, Yingyan Lin

* 16 pages, 6 figures 

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Contrastive Syn-to-Real Generalization


Apr 06, 2021
Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M. Alvarez, Zhangyang Wang, Anima Anandkumar

* Accepted in ICLR 2021 

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Learning to Optimize: A Primer and A Benchmark


Mar 23, 2021
Tianlong Chen, Xiaohan Chen, Wuyang Chen, Howard Heaton, Jialin Liu, Zhangyang Wang, Wotao Yin


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Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective


Mar 16, 2021
Wuyang Chen, Xinyu Gong, Zhangyang Wang

* accepted as ICLR 2021 poster 

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Sandwich Batch Normalization


Feb 22, 2021
Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang

* Codes are available at https://github.com/VITA-Group/Sandwich-Batch-Normalization 

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AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation


Aug 16, 2020
Xinyu Gong, Wuyang Chen, Yifan Jiang, Ye Yuan, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang


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Automated Synthetic-to-Real Generalization


Jul 14, 2020
Wuyang Chen, Zhiding Yu, Zhangyang Wang, Anima Anandkumar

* Accepted to ICML 2020 

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AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks


Jul 06, 2020
Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

* Accepted at ICML2020 

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Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training


Jun 22, 2020
Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang

* ICML 2020 accepted 

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FasterSeg: Searching for Faster Real-time Semantic Segmentation


Jan 16, 2020
Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

* ICLR 2020 accepted 

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In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation


Dec 19, 2019
Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang


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Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification


Nov 27, 2019
Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua

* WACV 2020 accepted 

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ABD-Net: Attentive but Diverse Person Re-Identification


Aug 09, 2019
Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, Zhangyang Wang

* ICCV2019 

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Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images


May 15, 2019
Wuyang Chen, Ziyu Jiang, Zhangyang Wang, Kexin Cui, Xiaoning Qian

* CVPR2019 oral 

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