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Temporal RoI Align for Video Object Recognition


Sep 08, 2021
Tao Gong, Kai Chen, Xinjiang Wang, Qi Chu, Feng Zhu, Dahua Lin, Nenghai Yu, Huamin Feng

* Accpeted by AAAI 2021 

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A Unified Framework for Cross-Domain and Cross-System Recommendations


Aug 18, 2021
Feng Zhu, Yan Wang, Jun Zhou, Chaochao Chen, Longfei Li, Guanfeng Liu

* 14 pages, this paper has been accepted as a regular paper in an upcoming issue of the Transactions on Knowledge and Data Engineering (TKDE) 

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Dynamic Planning and Learning under Recovering Rewards


Jun 28, 2021
David Simchi-Levi, Zeyu Zheng, Feng Zhu

* Accepted by ICML 2021 

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Improving Facial Attribute Recognition by Group and Graph Learning


May 28, 2021
Zhenghao Chen, Shuhang Gu, Feng Zhu, Jing Xu, Rui Zhao

* ICME2021(Oral) 

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Multiple Domain Experts Collaborative Learning: Multi-Source Domain Generalization For Person Re-Identification


May 26, 2021
Shijie Yu, Feng Zhu, Dapeng Chen, Rui Zhao, Haobin Chen, Shixiang Tang, Jinguo Zhu, Yu Qiao


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Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Grigory Malivenko, Radu Timofte, Sheng Chen, Xin Xia, Zhaoyan Liu, Yuwei Zhang, Feng Zhu, Jiashi Li, Xuefeng Xiao, Yuan Tian, Xinglong Wu, Christos Kyrkou, Yixin Chen, Zexin Zhang, Yunbo Peng, Yue Lin, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Himanshu Kumar, Chao Ge, Pei-Lin Wu, Jin-Hua Du, Andrew Batutin, Juan Pablo Federico, Konrad Lyda, Levon Khojoyan, Abhishek Thanki, Sayak Paul, Shahid Siddiqui

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: substantial text overlap with arXiv:2105.08630; text overlap with arXiv:2105.07825, arXiv:2105.07809, arXiv:2105.08629 

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Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification


Apr 27, 2021
Yixiao Ge, Ching Lam Choi, Xiao Zhang, Peipei Zhao, Feng Zhu, Rui Zhao, Hongsheng Li

* Project Page: https://geyixiao.com/projects/bake 

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Cross-Domain Recommendation: Challenges, Progress, and Prospects


Mar 02, 2021
Feng Zhu, Yan Wang, Chaochao Chen, Jun Zhou, Longfei Li, Guanfeng Liu

* 10 pages 

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Consensus-Guided Correspondence Denoising


Jan 03, 2021
Chen Zhao, Yixiao Ge, Jiaqi Yang, Feng Zhu, Rui Zhao, Hongsheng Li


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Learning in School: Multi-teacher Knowledge Inversion for Data-Free Quantization


Nov 19, 2020
Yuhang Li, Feng Zhu, Ruihao Gong, Mingzhu Shen, Fengwei Yu, Shaoqing Lu, Shi Gu


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A Deep Framework for Cross-Domain and Cross-System Recommendations


Sep 14, 2020
Feng Zhu, Yan Wang, Chaochao Chen, Guanfeng Liu, Mehmet Orgun, Jia Wu


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Understanding the effect of hyperparameter optimization on machine learning models for structure design problems


Jul 04, 2020
Xianping Du, Hongyi Xu, Feng Zhu

* 41 pages, 15 figures,7 tables, under revision in the Computer-aided design 

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Self-supervising Fine-grained Region Similarities for Large-scale Image Localization


Jun 06, 2020
Yixiao Ge, Haibo Wang, Feng Zhu, Rui Zhao, Hongsheng Li


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Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID


Jun 04, 2020
Yixiao Ge, Dapeng Chen, Feng Zhu, Rui Zhao, Hongsheng Li


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Structured Domain Adaptation for Unsupervised Person Re-identification


Mar 14, 2020
Yixiao Ge, Feng Zhu, Rui Zhao, Hongsheng Li


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Towards Unified INT8 Training for Convolutional Neural Network


Dec 29, 2019
Feng Zhu, Ruihao Gong, Fengwei Yu, Xianglong Liu, Yanfei Wang, Zhelong Li, Xiuqi Yang, Junjie Yan


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Clustering Bioactive Molecules in 3D Chemical Space with Unsupervised Deep Learning


Feb 09, 2019
Chu Qin, Ying Tan, Shang Ying Chen, Xian Zeng, Xingxing Qi, Tian Jin, Huan Shi, Yiwei Wan, Yu Chen, Jingfeng Li, Weidong He, Yali Wang, Peng Zhang, Feng Zhu, Hongping Zhao, Yuyang Jiang, Yuzong Chen


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Attention-Aware Compositional Network for Person Re-identification


May 16, 2018
Jing Xu, Rui Zhao, Feng Zhu, Huaming Wang, Wanli Ouyang

* Accepted at CVPR2018 

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Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification


Mar 31, 2017
Feng Zhu, Hongsheng Li, Wanli Ouyang, Nenghai Yu, Xiaogang Wang


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