中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组


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论文发表
  • 1Jiangyangbang Yan, Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang, “When to Learn What: Deep Cognitive Subspace Clustering”, 26th ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018.【pdf】
  • 2Liang Li, Shuhui Wang, Shuqiang Jiang, Qingming Huang, “Attentive Recurrent Neural Network Weak-supervised Multi-label Image Classification”, 26th ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018.【pdf】
  • 3Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang,Yuan Yao, “A Margin-based MLE for Crowdsourced Partial Ranking”, 26th ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018.【pdf】
  • 4Shuhui Wang, Yangyu Chen, Junbao Zhuo, Qingming Huang, Qi Tian, “Joint Global and Co-Attentive Representation Learning for Image-Sentence Retrieval”, 26th ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018.【pdf】
  • 5Yiling Wu, Shuhui Wang, Qingming Huang, “Learning Semantic Structure-preserved Embeddings for Cross-modal Retrieval”, 26th ACM International Conference on Multimedia (ACMMM2018), Seoul, Korea, October 22-26, 2018.【pdf】
  • 6Qianqian Xu, Jiechao Xiong, Xi Chen, Qingming Huang, Yuan Yao, “HodgeRank with Information Maximization for Crowdsourced Pairwise Ranking Aggregation”, 32nd AAAI Conference on Artificial Intelligence (AAAI2018), New Orleans, Lousiana, United States, Feb 2-7, 2018.【pdf】
  • 7Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang*, “From Common to Special: When Multi-Attribute Learning Meets Personalized”, 32nd AAAI Conference on Artificial Intelligence (AAAI2018), New Orleans, Lousiana, United States, Feb 2-7, 2018.【pdf】
  • 8Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen, "Visual Relationship Detection with Deep Structural Ranking," AAAI Conference on Artificial Intelligence(AAAI2018), New Orleans, Louisiana, USA, 2018.【pdf】
  • 9Yaohui Zhu, Shuqiang Jiang, "Deep Structured Learning for Visual Relationship Detection," Thirty-Second AAAI Conference on Artificial Intelligence(AAAI2018), New Orleans, Lousiana, USA, February 2-7, 2018.【pdf】
  • 10Yongjian Xin, Shuhui Wang, Liang Li, Weigang Zhang, Qingming Huang, "Reverse Densely Connected Feature Pyramid Network for Object Detection," 14th Asian Conference on Computer Vision (ACCV2018), Perth, Australia, December 2-6, 2018.【pdf】
  • 11Furong Xu, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, "Style Transfer with Adversarial Learning for Cross-Dataset Person Re-identification," Asian Conference on Computer Vision 2018(ACCV2018), 2-6 Dec. 2018, Perth Western Australia.【pdf】
  • 12Mengying Hu, Hu Han, Shiguang Shan, Xilin Chen, "Multi-label Learning from Noisy Labels with Non-linear Feature Transformation," Asian Conference on Computer Vision 2018(ACCV2018), 2-6 Dec. 2018, Perth Western Australia.【pdf】
  • 13Nan Lai, Meina Kan, Shiguang Shan, Xilin Chen, "Task-adaptive Feature Reweighting for Few Shot Classification," Asian Conference on Computer Vision 2018(ACCV2018), 2-6 Dec. 2018, Perth Western Aust.ralia【pdf】
  • 14Xuesong Niu, Hu Han, Shiguang Shan, Xilin Chen, "VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-constrained Face Video," Asian Conference on Computer Vision 2018(ACCV2018), 2-6 Dec. 2018, Perth Western Australia.【pdf】
  • 15Yirong Mao, Ruiping Wang, Shiguang Shan, Xilin Chen, "COSONet: Compact Second-Order Network for Video Face Recognition," Asian Conference on Computer Vision 2018(ACCV2018), 2-6 Dec. 2018, Perth Western Australia.【pdf】
  • 16Yongjun Li, Xiujuan Chai, Xilin Chen, “ScoringNet——Learning Key Fragment for Action Quality Assessment with Ranking Loss in Skilled Sports", Asian Conference on Computer Vision(ACCV2018), Perth, Australia, 2018.
  • 17Yuanshun Cui, Jie Li, Hu Han, Shiguang Shan, Xilin Chen, "TKDN: Scene Text Detection via Keypoints Detection," Asian Conference on Computer Vision 2018(ACCV2018), 2-6 Dec. 2018, Perth Western Australia【pdf】
  • 18Zijia Lu, Jiabei Zeng, Shiguang Shan, Xilin Chen, "Zero-Shot Facial Expression Recognition with Multi-Label Label Propagation," Asian Conference on Computer Vision 2018(ACCV2018), 2-6 Dec. 2018, Perth Western Australia【pdf】
  • 19Chen He, Ruiping Wang, Shiguang Shan, Xilin Chen, “Exemplar-Supported Generative Reproduction for Class Incremental Learning,”29th British Machine Vision Conference (BMVC2018), Newcastle upon Tyne, UK, Sep. 3-6, 2018.【pdf】
  • 20Jiyun Cui, Hu Han, Shiguang Shan, Xilin Chen. "RGB-D Face Recognition: A Comparative Study of Representative Fusion Schemes," The 13th Chinese Conference on Biometric Recognition (CCBR2018), Xinjiang, China, Aug. 11-12, 2018.【pdf】
  • 21Hongyu Pan, Hu Han, Shiguang Shan, Xilin Chen, "Mean-Variance Loss for Deep Age Estimation from A Face," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2018), pp. 5285-5294, Salt Lake City, USA, Jun. 18-22, 2018.【pdf】
  • 22Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen, "Duplex Generative Adversarial Network for Unsupervised Domain Adaptation," IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), pp. 1498-1507, Salt Lake City, UT, June 18-22, 2018.【pdf】
  • 23Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen, "Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2018), (Accepted)【pdf】
  • 24Yong Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), pp. 6985-6994, Salt Lake City, UT, June 18-22, 2018.【pdf】
  • 25Chunrui Han, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen, "Face Recognition with Contrastive Convolution", European Conference on Computer Vision (ECCV2018), Munich, Germany, 8-14 Sep., 2018【pdf】
  • 26Dawei Du, Yuankai Qi, Hongyang Yu, Yifan Yang, Kaiwen Duan, Guorong Li, Weigang Zhang, Qingming Huang, Qi Tian, "The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking," 20th European Conference on Computer Vision (ECCV2018), Munich, Germany, Sept. 8-14, 2018.【pdf】
  • 27Gang Zhang, Meina Kan, Shiguang Shan, Xilin Chen, "Generative Adversarial Network with Spatial Attention for Face Attribute Editing," 15th European Conference on Computer Vision (ECCV2018), Munich, Germany, Sep. 8-14, 2018. (Accepted)【pdf】
  • 28Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition,”15th European Conference on Computer Vision (ECCV2018), Munich, Germany, Sep. 8-14, 2018. 【pdf】
  • 29Jiabei Zeng, Shiguang Shan, Xilin Chen, "Facial Expression Recognition with Inconsistently Annotated Datasets," To appear in Proc. European Conference on Computer Vision (ECCV2018), pp. 1-16, Munich, Germany, 2018.【pdf】
  • 30Yangyu Chen, Shuhui Wang, Weigang Zhang and Qingming Huang, "Less Is More: Picking Informative Frames for Video Captioning," 20th European Conference on Computer Vision (ECCV2018), Munich, Germany, Sept. 8-14, 2018.【pdf】
  • 31Yingjie Yao, Xiaohe Wu, Lei Zhang, Shiguang Shan, Wangmeng Zuo, "Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking," European Conference on Computer Vision, ECCV, 2018.【pdf】
  • 32Zhaoyi Yan, Xiaoming Li, Mu Li, Wangmeng Zuo, Shiguang Shan, "Shift-Net: Image Inpainting via Deep Feature Rearrangement," European Conference on Computer Vision, ECCV, 2018.【pdf】
  • 33Gang Chen, Xufen Cai, Hu Han, Shiguang Shan, Xingguang Song, Xilin Chen, "HeadNet: Pedestrian Head Detection Utilizing Body in Context," The 13th IEEE Conference on Automatic Face and Gesture Recognition (FG2018), pp. 1-8, Xi'an, China, 2018.【pdf】
  • 34Hao Zhang, Hu Han, Jiyun Cui, Shiguang Shan, Xilin Chen. "RGB-D Face Recognition via Deep Complementary and Common Feature Learning," The 13th IEEE International Conference on Automatic Face and Gesture Recognition (FG2018), pp. 1-8, Xi'an, China, May 15-19, 2018. 【pdf】
  • 35Gang Zhang, Hu Han, Shiguang Shan, Xingguang Song, Xilin Chen, "Face Alignment across Large Pose via MT-CNN based 3D Shape Reconstruction," To appear in Proc. International Conference on Automatic Face and Gesture Recognition(FG2018), pp. 1-8, Xi'an, China, 2018.【pdf】
  • 36Jiyun Cui, Hao Zhang, Hu Han, Shiguang Shan, Xilin Chen, "Improving 2D Face Recognition Via Discriminative Face Depth Estimation," IAPR International Conference on Biometrics(ICB2018), pp. 1-8, Queensland, Australia, 2018.【pdf】
  • 37Shulin Li, Weigang Zhang, Guorong Li, Li Su, Qingming Huang, "Vehicle Detection in UAV Traffic Video Based on Convolution Neural Network," IEEE 1st International Conference on Multimedia Information Processing and Retrieval(ICESIP2018), Miami, FL, USA, April 10-12, 2018. 【pdf】
  • 38Changsu Liao, Li Su, Weigang Zhang, Qingming Huang, "Semantic Manifold Alignment in Visual Feature Space for Zero-Shot Learning," IEEE International Conference on Multimedia and Expo(ICME2018), San Diego, USA, July 23-27, 2018.【pdf】
  • 39Kai Xu, Guorong Li, Huijuan Xu, Weigang Zhang, Qingming Huang, "Edge Guided Generation Network for Video Prediction," IEEE International Conference on Multimedia and Expo(ICME2018)San Diego, USA, July 23-27,2018.【pdf】
  • 40Xiaobin Liu, Shiliang Zhang, Qingming Huang, Wen Gao, "RAM: A Region-Aware Deep Model for Vehicle Re-Identification," IEEE International Conference on Multimedia and Expo(ICME2018), San Diego, USA, July 23-27,2018.【pdf】
  • 41Shen Li, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, "Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking," IEEE International Conference on Multimedia and Expo(ICME2018)【pdf】
  • 42Xuesong Niu, Hu Han, Jiabei Zeng, Xuran Sun, Shiguang Shan, Yan Huang, Songfan Yang, Xilin Chen, "Automatic Engagement Prediction with GAP Feature," ACM International Conference on Multimodal Interaction (ICMI2018), pp. 599-603, Boulder, CO, USA, October 16–20, 2018. 【pdf】
  • 43Hongyu Pan, Hu Han, Shiguang Shan, Xilin Chen, "Revised Contrastive Loss for Robust Age Estimation From Face," The 24th International Conference on Pattern Recognition (ICPR2018), pp. 3586-3591, Beijing, China, Aug. 20-24, 2018.【pdf】
  • 44Shiying Luo, Meina Kan, Shuzhe Wu, Xilin Chen, Shiguang Shan, "Face Anti-Spoofing with Multi-Scale Information," To appear in Proc. International Conference on Pattern Recognition (ICPR2018), pp. 3402-3407, Beijing, China, 2018.【pdf】
  • 45Xuesong Niu, Hu Han, Shiguang Shan, Xilin Chen. "SynRhythm: Learning a Deep Heart Rate Estimator from General to Specific," The 24th International Conference on Pattern Recognition (ICPR2018), Beijing, China, Aug. 20-24, 2018. 【pdf】
  • 46Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen, "Patch-Gated CNN for Occlusion-aware Facial Expression Recognition," To appear in Proc. International Conference on Pattern Recognition (ICPR2018), accepted, Beijing, China, 2018.【pdf】
  • 47Yu Song, Yunshun Cui, Hu Han, Shiguang Shan, Xilin Chen. "Scene Text Detection via Deep Semantic Feature Fusion and Attention-based Refinement," The 24th International Conference on Pattern Recognition (ICPR2018), Beijing, China, Aug. 20-24, 2018.【pdf】
  • 48Yuhao Ma, Meina Kan, Shiguang Shan, Xilin Chen, "Hierarchical Training for Large Scale Face Recognition with Few Samples Per Subject," International Conference on Pattern Recognition(ICPR2018), ICIP 2018: 2401-2405.(accepted)【pdf】
  • 49Shuhui Wang, Liang Li, Chenxue Yang and Qingming Huang, "Regularized Topic-aware Latent Influence Propagation in Dynamic Relational Networks," MATES workshop VLDB, 2018.【pdf】
  • 50Chengpeng Chen, Xinhang Song, Shuqiang Jiang, "Focal Loss for Region Proposal Network," The Chinese Conference on Pattern Recognition and Computer Vision(PRCV2018), Guangzhou, China, 2018.11.【pdf】

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