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Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis


May 29, 2021
Yang He, Ning Yu, Margret Keuper, Mario Fritz

* To appear in IJCAI2021. Source code at https://github.com/SSAW14/BeyondtheSpectrum 

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CosSGD: Nonlinear Quantization for Communication-efficient Federated Learning


Dec 15, 2020
Yang He, Maximilian Zenk, Mario Fritz

* Source code will be released when published 

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Synthetic Convolutional Features for Improved Semantic Segmentation


Sep 18, 2020
Yang He, Bernt Schiele, Mario Fritz

* ECCV 2020 Workshop on Assistive Computer Vision and Robotics 

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Progressive Local Filter Pruning for Image Retrieval Acceleration


Jan 24, 2020
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang

* 7 pages, 5 figures 

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Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation


Dec 20, 2019
Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz


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Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction


Nov 03, 2019
Yikai Wang, Liang Zhang, Quanyu Dai, Fuchun Sun, Bo Zhang, Yang He, Weipeng Yan, Yongjun Bao

* CIKM 2019 Long Paper, 10 pages 

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Meta Filter Pruning to Accelerate Deep Convolutional Neural Networks


Apr 08, 2019
Yang He, Ping Liu, Linchao Zhu, Yi Yang

* 10 pages 

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DropPruning for Model Compression


Dec 05, 2018
Haipeng Jia, Xueshuang Xiang, Da Fan, Meiyu Huang, Changhao Sun, Qingliang Meng, Yang He, Chen Chen


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Pruning Filter via Geometric Median for Deep Convolutional Neural Networks Acceleration


Nov 01, 2018
Yang He, Ping Liu, Ziwei Wang, Yi Yang

* 9 pages 

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Progressive Deep Neural Networks Acceleration via Soft Filter Pruning


Aug 24, 2018
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang

* Extended Journal Version of arXiv:1808.06866 

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Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks


Aug 21, 2018
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

* Accepted to IJCAI 2018 

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Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes


Aug 03, 2018
Yang He, Bernt Schiele, Mario Fritz

* This version withdrawn by arXiv administrators because the submitter did not have the right to agree to our license at the time of submission 

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Learning Dilation Factors for Semantic Segmentation of Street Scenes


Sep 06, 2017
Yang He, Margret Keuper, Bernt Schiele, Mario Fritz

* GCPR2017 

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LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions


Sep 01, 2017
Yu Wang, Jiayi Liu, Yuxiang Liu, Jun Hao, Yang He, Jinghe Hu, Weipeng P. Yan, Mantian Li

* 8 pages, 12 figures 

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STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling


Apr 26, 2017
Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz

* To appear in CVPR 2017 

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