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1 . Rong Dai, Li Shen, Fengxiang He, Xinmei Tian, Dacheng Tao: DisPFL Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training. ICML 2022 pdf
2 . Kaiwen Yang, Tianyi Zhou, Xinmei Tian, Dacheng Tao: Identity-Disentangled Adversarial Augmentation for Self-supervised Learning. ICML 2022
3 . Kaiwen Yang, Xinmei Tian: Domain-Class Correlation Decomposition for Generalizable Person Re-Identification. TMM 2022 pdf
4 . Chaoqun Wan, Xu Shen, Yonggang Zhang, Zhiheng Yin, Feng Gao, Jianqiang Huang, Xian-Sheng Hua: Meta Convolutional Neural Networks for Single Domain Generalization. CVPR 2022 pdf
5 . Yuning Lu, Jianzhuang Liu, Yonggang Zhang, Yajing Liu, Xinmei Tian: Prompt Distribution Learning. CVPR 2022 pdf
6 . Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao: Learning to Collaborate in Decentralized Learning of Personalized Models. CVPR 2022 pdf
7 . Yonggang Zhang, Mingming Gong, Tongliang Liu, Gang Niu, Xinmei Tian, Bo Han, Bernhard Schölkopf, Kun Zhang: Adversarial Robustness Through the Lens of Causality. ICLR 2022 pdf
1 . Yajing Liu, Zhiwei Xiong, Ya Li, Xinmei Tian, Zheng-Jun Zha: Domain generalization via encoding and resampling in a unified latent space. TMM 2021 pdf
2 . Kaiwen Yang, Tianyi Zhou, Yonggang Zhang, Xinmei Tian, Dacheng Tao:: Class-Disentanglement and Applications in Adversarial Detection and Defense. NeurIPS 2021 pdf
3 . Zhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-Sheng Hua: 3d local convolutional neural networks for gait recognition. ICCV 2021 pdf
4 . Yang Chen, Yingwei Pan, Yu Wang, Ting Yao, Xinmei Tian, Tao Mei: Yang Chen, Yingwei Pan, Yu Wang, Ting Yao, Xinmei Tian, Tao Mei. ICCV 2021 pdf
5 . Yang Chen, Yingwei Pan, Yu Wang, Ting Yao, Xinmei Tian, Tao Mei: Transferrable contrastive learning for visual domain adaptation. ACM MM 2021 pdf
6 . Zhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-Sheng Hua: Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition. CVPR 2021 pdf
1 . Kaiwen Yang, Jiwei Yang, Xinmei Tian: Learning multi-granularity features from multi-granularity regions for person re-identification. Neurocomputing pdf
2 . Fuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian, Jiebo Luo, Tao Mei: Learning to localize actions from moments. ECCV 2020 pdf
3 . Zhen Huang, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua: Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition. ACM MM 2020 pdf
4 . Yonggang Zhang, Ya Li, Tongliang Liu and Xinmei Tian: Dual-Path Distillation A Unified Framework to Improve Black-Box Attacks. ICML 2020 pdf
5 . Yonggang Zhang, Xinmei Tian, Ya Li, Xinchao Wang, Dacheng Tao: Principal Component Adversarial Example. TIP 2020 pdf
1 . Yang Chen, Yingwei Pan, Ting Yao, Xinmei Tian and Tao Mei: Mocycle-GAN Unpaired Video-to-Video Translation . ACM MM 2019 pdf
2 . Ling Shen, Richang Hong, Haoran Zhang, Xinmei Tian, Meng Wang: Video Retrieval with Similarity-Preserving Deep Temporal Hashing .TOMM 2019 pdf
3 . Chaoqun Wan, Yue Wu, Xinmei Tian, Jianqiang Huang, Xian-Sheng Hua: Concentrated Local Part Discovery With Fine-Grained Part Representation for Person Re-Identification. TMM 2019 pdf
4 . Jun Gu, Anfeng He, Xinmei Tian: RC-CNN Representation-Consistent Convolutional Neural Networks for Achieving Transformation Invariance. SMC 2019 pdf
5 . Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao: Graph edge convolutional neural networks for skeleton-based action recognition. TNNLS 2019 pdf
6 . Fuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian, Tao Mei, Jiebo Luo: Coarse-to-Fine Localization of Temporal Action Proposals. TMM 2019 pdf
7 . Zhangcheng Wang, Ya Li, Richang Hong, Xinmei Tian: Eigenvector-based distance metric learning for image classification and retrieval. TOMM 2019 pdf
8 . Dongfei Yu, Jianlong Fu, Xinmei Tian, Tao Mei: Multi-source Multi-level Attention Networks for Visual Question Answering. TOMM 2019 pdf
9 . Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu: Real-world image denoising with deep boosting. PAML 2019 pdf
10 . Linghua Zeng , Zhangcheng Wang and Xinmei Tian: KCNN Kernel-wise Quantization to Remarkably Decrease Multiplications in Convolutional Neural Network . IJCAI 2019 pdf
11 . Qi Cai, Yingwei Pan, Chong-Wah Ngo, Xinmei Tian, Lingyu Duan, Ting Yao: Exploring Object Relation in Mean Teacher for Cross-Domain Detection. CVPR 2019 pdf
12 . Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu: Camera Lens Super-Resolution. CVPR 2019 pdf
13 . Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Xinmei Tian, Tao Mei: Learning Spatio-Temporal Representation with Local and Global Diffusion. CVPR 2019 pdf
14 . Jiwei Yang, Xu Shen, Jun Xing, Xinmei Tian, et al: Quantization Networks. CVPR 2019 pdf
15 . Yajing Liu, Xinmei Tian, Ya Li, et al: Compact Feature Learning for Multi-domain Image Classification. CVPR 2019 pdf
16 . Fuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian, Jiebo Luo, Tao Mei: Gaussian Temporal Awareness Networks for Action Localization. CVPR 2019 pdf
17 . Xinmei Tian, Ya Li, et al: Eigenfunction-Based Multitask Learning in a Reproducing Kernel Hilbert Space. TNNLS 2019 pdf
1 . Yanping Cui, Zhangcheng Wang, Guanzhen Yu, Xinmei Tian: Partially Annotated Gastric Pathological Image Classification. PCM 2018 pdf
2 . Anfeng He, Chong Luo, Xinmei Tian, et al: Towards a Better Match in Siamese Network Based Visual Object Tracker. ECCV 2018 Workshops pdf
3 . Kaisheng Xu, Xu Shen, Ting Yao, Xinmei Tian, Tao Mei: GREEDY LAYER-WISE TRAINING OF LONG SHORT TERM MEMORY NETWORKS. ICME 2018 Workshops pdf
4 . Ya Li, Xinmei Tian, et al: Deep Domain Generalization via Conditional Invariant Adversarial Networks. ECCV 2018 pdf, code
5 . Chang Chen, Zhiwei Xiong, Xinmei Tian, and Feng Wu: Deep Boosting for Image Denoising. ECCV 2018 pdf
6 . Anfeng He, Xinmei Tian, et al: A Twofold Siamese Network for Real-Time Object Tracking. CVPR 2018 pdf
7 . Xinmei Tian, Jiayi Fan: Joints kinetic and relational features for action recognition. Signal Processing 142: 412-422 (2018) pdf
8 . Tao Mei, Lusong Li, Xinmei Tian, Dacheng Tao, Chong-Wah Ngo:PageSense: Toward Stylewise Contextual Advertising via Visual Analysis of Web Pages. IEEE Trans. Circuits Syst. Video Techn. 28(1): 254-266 (2018) pdf
9 . Cong Guo, Xinmei Tian, Tao Mei:Multigranular Event Recognition of Personal Photo Albums. IEEE Trans. Multimedia 20(7): 1837-1847 (2018) pdf
10 . Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao: On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning. IEEE Trans. Neural Netw. Learning Syst. 29(5): 1975-1985 (2018) pdf
11 . Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, and Dacheng Tao: Continuous Dropout. IEEE Trans. Neural Netw. Learning Syst 2018 pdf
12 . Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao:Domain Generalization via Conditional Invariant Representations. AAAI 2018 pdf
13 . Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao: Sequence-to-Sequence Learning via Shared Latent Representation. AAAI 2018 pdf
14 . Fuchen Long, Ting Yao, Qi Dai, Xinmei Tian, Jiebo Luo, Tao Mei:Deep Domain Adaptation Hashing with Adversarial Learning. SIGIR 2018: 725-734 pdf
1 . Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao:Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks. AAAI 2017: 2534-2540 pdf
2 . Chang Chen, Xinmei Tian, Feng Wu, Zhiwei Xiong:UDNet: Up-Down Network for Compact and Efficient Feature Representation in Image Super-Resolution. ICCV Workshops 2017: 1069-1076 pdf
3 . Ai Wei, Xinmei Tian:Image search re-ranking with an improved VisualRank algorithm and multi-layer DCNN features. ICME Workshops 2017: 483-488 pdf
4 . Zhangcheng Wang, Ya Li, Xinmei Tian:Semi-supervised Coefficient-Based Distance Metric Learning. ICONIP (1) 2017: 586-596 pdf
5 . Linghua Zeng, Xinmei Tian:Layer-Wise Training to Create Efficient Convolutional Neural Networks. ICONIP (2) 2017: 631-641 pdf
6 . Chaoqun Wan, Xinmei Tian:A Small Scale Multi-Column Network for Aesthetic Classification Based on Multiple Attributes. ICONIP (1) 2017: 922-932 pdf
7 . Ya Li, Xinmei Tian, Xu Shen, Dacheng Tao:Classification and Representation Joint Learning via Deep Networks. IJCAI 2017: 2215-2221 pdf
1 . Cong Guo, Bei Li, Xinmei Tian:Flickr group recommendation using rich social media information. Neurocomputing 204: 8-16 (2016): 2215-2221 pdf
2 . Xu Shen, Xinmei Tian:Multi-modal and multi-scale photo collection summarization. Multimedia Tools Appl. 75(5): 2527-2541 (2016) pdf
3 . Yue Wu, Xu Shen, Tao Mei, Xinmei Tian, Nenghai Yu, Yong Rui:Monet: A System for Reliving Your Memories by Theme-Based Photo Storytelling.IEEE Trans. Multimedia 18(11): 2206-2216 (2016) pdf
4 . Ya Li, Xinmei Tian, Dacheng Tao:Regularized Large Margin Distance Metric Learning. ICDM 2016: 1015-1022 pdf
5 . Jiayi Fan, Zheng-Jun Zha, Xinmei Tian:Action recognition with novel high-level pose features. ICME Workshops 2016: 1-6 pdf
6 . Xu Shen, Xinmei Tian, Anfeng He, Shaoyan Sun, Dacheng Tao:Transform-Invariant Convolutional Neural Networks for Image Classification and Search. ACM Multimedia 2016: 1345-1354 pdf
7 . Bin Lin, Ai Wei, Xinmei Tian:Visual Re-ranking Through Greedy Selection and Rank Fusion. MMM (1) 2016: 289-300 pdf
8 . Hao Lv, Xinmei Tian:Learning Relative Aesthetic Quality with a Pairwise Approach. MMM (1) 2016: 493-504 pdf
9 . Anfeng He, Xinmei Tian:Multi-organ plant identification with multi-column deep convolutional neural networks. SMC 2016: 2020-2025 pdf
1 . Zhe Dong, Xinmei Tian:Multi-level photo quality assessment with multi-view features. Neurocomputing 168: 308-319 (2015) pdf
2 . Ya Li, Xinmei Tian, Mingli Song, Dacheng Tao:Multi-task proximal support vector machine. Pattern Recognition 48(10): 3249-3257 (2015)pdf
3 . Qianghuai Jia, Xinmei Tian:Query difficulty estimation via relevance prediction for image retrieval. Signal Processing 110: 232-243 (2015)pdf
4 . Xinmei Tian, Yijuan Lu, Nate Stender, Linjun Yang, Dacheng Tao:Exploration of Image Search Results Quality Assessment. IEEE Trans. Big Data 1(3): 95-108 (2015)pdf
5 . Xinmei Tian, Qianghuai Jia, Tao Mei:Query Difficulty Estimation for Image Search With Query Reconstruction Error. IEEE Trans. Multimedia 17(1): 79-91 (2015) pdf
6 . Xinmei Tian, Zhe Dong, Kuiyuan Yang, Tao Mei:Quey-Dependent Aesthetic Model With Deep Learning for Photo Quality Assessment. IEEE Trans. Multimedia 17(11): 2035-2048 (2015) pdf
7 . Xinmei Tian, Linjun Yang, Yijuan Lu, Qi Tian, Dacheng Tao:Image Search Reranking With Hierarchical Topic Awareness. IEEE Trans. Cybernetics 45(10): 2177-2189 (2015) pdf
8 . Dongfei Yu, Xinmei Tian, Tao Mei, Yong Rui:On the selection of trending image from the web. ICME 2015: 1-6 pdf
9 . Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao:Multi-Task Model and Feature Joint Learning. IJCAI 2015: 3643-3649 pdf
10 . Zhe Dong, Xu Shen, Houqiang Li, Xinmei Tian:Photo Quality Assessment with DCNN that Understands Image Well. MMM (2) 2015: 524-535 pdf
11 . Cong Guo, Xinmei Tian:Event recognition in personal photo collections using hierarchical model and multiple features. MMSP 2015: 1-6 pdf
12 . Bin Lin, Xinmei Tian:Query-Adaptive Image Search Re-ranking Using Deep Convolutional Neural Network Feature. SMC 2015: 2186-2191 pdf
1 . Cong Guo, Xinmei Tian, Tao Mei:User specific friend recommendation in social media community. ICME 2014: 1-6 pdf
2 . Qianghuai Jia, Xinmei Tian, Tao Mei:Query difficulty estimation via pseudo relevance feedback for image search. ICME 2014: 1-6 pdf
3 . Yingwei Pan, Ting Yao, Xinmei Tian, Houqiang Li, Chong-Wah Ngo:Click-through-based Subspace Learning for Image Search. ACM Multimedia 2014: 233-236pdf
4 . Zhe Dong, Xinmei Tian:Effective and efficient photo quality assessment. SMC 2014: 2859-2864pdf
5 . Cong Guo, Xinmei Tian:Flickr group recommendation using content interest and social information. SPAC 2014: 405-410pdf
1 . Xinmei Tian, Yijuan Lu:Discriminative codebook learning for Web image search. Signal Processing 93(8): 2284-2292 (2013) pdf
2 . Shaomin Fang, Yijuan Lu, Xinmei Tian:Learning image saliency from human touch behaviors. ICME Workshops 2013: 1-4 pdf
3 . Yupeng Yan, Xinmei Tian, Linjun Yang, Yijuan Lu, Houqiang Li:Semantic-Spatial Matching for image classification. ICME 2013: 1-62012 pdf
1 . Xinmei Tian, Yijuan Lu, Linjun Yang:Query Difficulty Prediction for Web Image Search. IEEE Trans. Multimedia 14(4): 951-962 (2012) pdf
2 . Xinmei Tian, Dacheng Tao, Yong Rui:Sparse transfer learning for interactive video search reranking. TOMCCAP 8(3): 26:1-26:19 (2012) pdf
1 . Xinmei Tian, Dacheng Tao:Visual Reranking: From Objectives to Strategies. IEEE MultiMedia 18(3): 12-21 (2011) pdf
2 . Bo Liu, Zhu Li, Linjun Yang, Meng Wang, Xinmei Tian:Real-Time Video Copy-Location Detection in Large-Scale Repositories. IEEE MultiMedia 18(3): 22-31 (2011) pdf
3 . Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, Xian-Sheng Hua:Bayesian Visual Reranking. IEEE Trans. Multimedia 13(4): 639-652 (2011) pdf
4 . Xinmei Tian, Yijuan Lu, Linjun Yang, Qi Tian:Learning to judge image search results. ACM Multimedia 2011: 363-372 pdf