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Positive Sample Propagation along the Audio-Visual Event Line


Apr 05, 2021
Jinxing Zhou, Liang Zheng, Yiran Zhong, Shijie Hao, Meng Wang

* Accepted to CVPR 2021. Code is available at https://github.com/jasongief/PSP_CVPR_2021 

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Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling


Apr 05, 2021
Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang

* Manuscript is under review 

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Revisiting Deep Local Descriptor for Improved Few-Shot Classification


Mar 30, 2021
Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Meng Wang

* 12 pages, 7 figures, 6 tables 

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Spectral Top-Down Recovery of Latent Tree Models


Feb 26, 2021
Yariv Aizenbud, Ariel Jaffe, Meng Wang, Amber Hu, Noah Amsel, Boaz Nadler, Joseph T. Chang, Yuval Kluger


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Learning Fair Representations for Bipartite Graph based Recommendation


Feb 22, 2021
Le Wu, Lei Chen, Pengyang Shao, Richang Hong, Xiting Wang, Meng Wang

* The paper is accepted by WWW 2021 

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On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning


Feb 20, 2021
Ren Wang, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Chuang Gan, Meng Wang


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Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer


Jan 26, 2021
Liang Lin, Yiming Gao, Ke Gong, Meng Wang, Xiaodan Liang

* To appear in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (T-PAMI) 2021. We propose a graph reasoning and transfer learning framework, which incorporates human knowledge and label taxonomy into the intermediate graph representation learning beyond local convolutions. arXiv admin note: substantial text overlap with arXiv:1904.04536 

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Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering


Jan 13, 2021
Renhao Sun, Yang Wang, Zhao Zhang, Richang Hong, Meng Wang


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Sub-sampled Cross-component Prediction for Emerging Video Coding Standards


Dec 30, 2020
Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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R$^2$-Net: Relation of Relation Learning Network for Sentence Semantic Matching


Dec 16, 2020
Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan

* This paper has been accepted to/by AAAI2021 

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Positive-Congruent Training: Towards Regression-Free Model Updates


Nov 20, 2020
Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto


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LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing


Nov 12, 2020
Zhenzhi Wu, Hehui Zhang, Yihan Lin, Guoqi Li, Meng Wang, Ye Tang

* 14 pages, 9 figures, submitted to IEEE Transactions on Neural Networks and Learning Systems 

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Online Action Detection in Streaming Videos with Time Buffers


Oct 06, 2020
Bowen Zhang, Hao Chen, Meng Wang, Yuanjun Xiong


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Revealing Secrets in SPARQL Session Level


Sep 13, 2020
Xinyue Zhang, Meng Wang, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Guilin Qi, Haofen Wang

* 17 pages. Accepted by ISWC 2020 

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Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior


Sep 08, 2020
Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang


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A Survey on Large-scale Machine Learning


Aug 10, 2020
Meng Wang, Weijie Fu, Xiangnan He, Shijie Hao, Xindong Wu


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Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases


Jul 31, 2020
Ren Wang, Gaoyuan Zhang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong, Meng Wang


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Feature Pyramid Transformer


Jul 18, 2020
Dong Zhang, Hanwang Zhang, Jinhui Tang, Meng Wang, Xiansheng Hua, Qianru Sun

* Published at the European Conference on Computer Vision, 2020 

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Learning to Discretely Compose Reasoning Module Networks for Video Captioning


Jul 17, 2020
Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha

* IJCAI 2020, Pages 745-752 
* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI. Code is available at https://github.com/tgc1997/RMN 

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Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval


Jul 06, 2020
Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua

* Accepted For 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) 

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Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case


Jun 25, 2020
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong

* International Conference on Machine Learning (ICML 2020) 

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Recurrent Relational Memory Network for Unsupervised Image Captioning


Jun 24, 2020
Dan Guo, Yang Wang, Peipei Song, Meng Wang

* Appearing at IJCAI 2020 

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Unsupervised Vehicle Re-identification with Progressive Adaptation


Jun 20, 2020
Jinjia Peng, Yang Wang, Huibing Wang, Zhao Zhang, Xianping Fu, Meng Wang

* Appearing at IJCAI 2020 

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An Edge Information and Mask Shrinking Based Image Inpainting Approach


Jun 11, 2020
Huali Xu, Xiangdong Su, Meng Wang, Xiang Hao, Guanglai Gao

* Accepted by ICME2020 

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Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach


May 25, 2020
Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang

* Accepted by SIGIR2020 

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Memory-Augmented Relation Network for Few-Shot Learning


May 13, 2020
Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Zhengjun Zha, Meng Wang

* To be submitted to ACM Multimedia 2020 

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SimpleMKKM: Simple Multiple Kernel K-means


May 12, 2020
Xinwang Liu, En Zhu, Jiyuan Liu, Timothy Hospedales, Yang Wang, Meng Wang


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Deep Multimodal Neural Architecture Search


Apr 25, 2020
Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian

* 10 pages, 4 figures 

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