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Structure First Detail Next: Image Inpainting with Pyramid Generator


Jun 16, 2021
Shuyi Qu, Zhenxing Niu, Kaizhu Huang, Jianke Zhu, Matan Protter, Gadi Zimerman, Yinghui Xu

* ICCV'21 under review 

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Accelerating Gossip SGD with Periodic Global Averaging


May 19, 2021
Yiming Chen, Kun Yuan, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin

* Accepted to ICML 2021 

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DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training


Apr 24, 2021
Kun Yuan, Yiming Chen, Xinmeng Huang, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin


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Learning Position and Target Consistency for Memory-based Video Object Segmentation


Apr 09, 2021
Li Hu, Peng Zhang, Bang Zhang, Pan Pan, Yinghui Xu, Rong Jin


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Multiple Object Tracking with Correlation Learning


Apr 08, 2021
Qiang Wang, Yun Zheng, Pan Pan, Yinghui Xu

* 11 pages, 5 figures, Accepted to CVPR 2021 

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Few-Shot Incremental Learning with Continually Evolved Classifiers


Apr 07, 2021
Chi Zhang, Nan Song, Guosheng Lin, Yun Zheng, Pan Pan, Yinghui Xu

* Accpeted to CVPR2021 

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Self-supervised Video Representation Learning by Context and Motion Decoupling


Apr 02, 2021
Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin

* Accepted by CVPR2021 

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Practical Relative Order Attack in Deep Ranking


Mar 20, 2021
Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Yinghui Xu, Nanning Zheng, Gang Hua


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Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning


Feb 09, 2021
Yu Liu, Lianghua Huang, Pan Pan, Bin Wang, Yinghui Xu, Rong Jin

* Accepted by AAAI2021 

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Distribution Adaptive INT8 Quantization for Training CNNs


Feb 09, 2021
Kang Zhao, Sida Huang, Pan Pan, Yinghan Li, Yingya Zhang, Zhenyu Gu, Yinghui Xu

* This paper has been accepted by AAAI 2021 

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Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce


Feb 09, 2021
Yanhao Zhang, Qiang Wang, Pan Pan, Yun Zheng, Cheng Da, Siyang Sun, Yinghui Xu

* accepted by AAAI 2021 

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Large-Scale Training System for 100-Million Classification at Alibaba


Feb 09, 2021
Liuyihan Song, Pan Pan, Kang Zhao, Hao Yang, Yiming Chen, Yingya Zhang, Yinghui Xu, Rong Jin

* Accepted by KDD 2020. In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (2020) 

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Virtual ID Discovery from E-commerce Media at Alibaba: Exploiting Richness of User Click Behavior for Visual Search Relevance


Feb 09, 2021
Yanhao Zhang, Pan Pan, Yun Zheng, Kang Zhao, Jianmin Wu, Yinghui Xu, Rong Jin

* CIKM 2019: 2489-2497 
* accepted by CIKM 2019 

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Large-Scale Visual Search with Binary Distributed Graph at Alibaba


Feb 09, 2021
Kang Zhao, Pan Pan, Yun Zheng, Yanhao Zhang, Changxu Wang, Yingya Zhang, Yinghui Xu, Rong Jin

* This paper has been accepted by CIKM2019. Proceedings of the 28th ACM International Conference on Information and Knowledge Management. 2019 

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Large Scale Long-tailed Product Recognition System at Alibaba


Feb 09, 2021
Xiangzeng Zhou, Pan Pan, Yun Zheng, Yinghui Xu, Rong Jin

* In Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM20), 3353-3356 (2020) 
* Acccepted by CIKM 2020 

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Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation


Jan 07, 2021
Bowen Cai, Huan Fu, Rongfei Jia, Binqiang Zhao, Hua Li, Yinghui Xu

* Accepted to AAAI 2021 

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Weakly Supervised Learning with Side Information for Noisy Labeled Images


Sep 04, 2020
Lele Cheng, Xiangzeng Zhou, Liming Zhao, Dangwei Li, Hong Shang, Yun Zheng, Pan Pan, Yinghui Xu

* Accepted by ECCV 2020 

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Balanced Order Batching with Task-Oriented Graph Clustering


Aug 19, 2020
Lu Duan, Haoyuan Hu, Zili Wu, Guozheng Li, Xinhang Zhang, Yu Gong, Yinghui Xu

* 10 pages, 6 figures 

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Optimal Solution Predictions for Mixed Integer Programs


Jun 23, 2019
Jian-Ya Ding, Chao Zhang, Lei Shen, Shengyin Li, Bing Wang, Yinghui Xu, Le Song


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Can Sophisticated Dispatching Strategy Acquired by Reinforcement Learning? - A Case Study in Dynamic Courier Dispatching System


Mar 07, 2019
Yujie Chen, Yu Qian, Yichen Yao, Zili Wu, Rongqi Li, Yinzhi Zhou, Haoyuan Hu, Yinghui Xu


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A Multi-task Selected Learning Approach for Solving New Type 3D Bin Packing Problem


Aug 09, 2018
Haoyuan Hu, Lu Duan, Yu Gong, Kenny Zhu, Xiaodong Zhang, Yinghui Xu, Jiangwen Wei

* 9 pages, 3 figures. arXiv admin note: text overlap with arXiv:1708.05930 

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Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application


May 23, 2018
Yujing Hu, Qing Da, Anxiang Zeng, Yang Yu, Yinghui Xu


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IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models


Feb 22, 2018
Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang

* 12 pages; appendix added 

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Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method


Aug 20, 2017
Haoyuan Hu, Xiaodong Zhang, Xiaowei Yan, Longfei Wang, Yinghui Xu

* 7 pages, 1 figures 

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