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Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference

Oct 24, 2020
Haoyu Zhang, Dingkun Long, Guangwei Xu, Pengjun Xie, Fei Huang, Ji Wang

* 11 pages 

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VirtualFlow: Decoupling Deep Learning Model Execution from Underlying Hardware

Sep 20, 2020
Andrew Or, Haoyu Zhang, Michael J. Freedman

* 12 pages, 29 figures 

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MIPGAN -- Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN

Sep 04, 2020
Haoyu Zhang, Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Naser Damer, Christoph Busch

* Submitted to IEEE T-BIOM 2020 

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MIPGAN -- Generating Robust and High QualityMorph Attacks Using Identity Prior Driven GAN

Sep 03, 2020
Haoyu Zhang, Sushma Venkatesh, Raghavendra Ramachandra, Kiran Raja, Naser Damer, Christoph Busch

* Submitted to IEEE T-BIOM 2020 

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Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA

Aug 26, 2020
Mohamed Wahib, Haoyu Zhang, Truong Thao Nguyen, Aleksandr Drozd, Jens Domke, Lingqi Zhang, Ryousei Takano, Satoshi Matsuoka

* ACM/IEEE Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'20) 

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Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection

Jul 07, 2020
Sushma Venkatesh, Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja, Naser Damer, Christoph Busch

* Accepted in IWBF 2020 

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Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search

Mar 07, 2020
Haoyu Zhang, Yaochu Jin, Ran Cheng, Kuangrong Hao

* 14 pages, 9 figures 

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Recovering compressed images for automatic crack segmentation using generative models

Mar 06, 2020
Yong Huang, Haoyu Zhang, Hui Li, Stephen Wu

* 34 pages, 15 figures, 3 tables 

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Pretraining-Based Natural Language Generation for Text Summarization

Apr 12, 2019
Haoyu Zhang, Jianjun Xu, Ji Wang

* 7 pages 

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