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Re-parameterizing Your Optimizers rather than Architectures |
| Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Kaiqi Huang, Jungong Han, Guiguang Ding |
| ICLR2023 |
| Download:[pdf]
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Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation |
| Tianxiang Hao, Hui Chen, Yuchen Guo, Guiguang Ding |
| ICLR2023 |
| Download:[pdf]
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Margin-aware rectified augmentation for long-tailed recognition |
| Liuyu Xiang, Jungong Han, Guiguang Ding |
| Pattern Recognition |
| Download:[pdf]
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Box-Level Active Detection |
| Mengyao Lyu, Jundong Zhou, Hui Chen, Yijie Huang, Dongdong Yu, Yaqian Li, Yandong Guo, Yuchen Guo, Liuyu Xiang, Guiguang Ding |
| CVPR2023 |
| Download:[pdf]
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Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation |
| Yizhe Xiong, Hui Chen, Zijia Lin, Sicheng Zhao, Guiguang Ding |
| ICCV2023 |
| Download:[pdf]
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Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN |
| Tianxiang Hao, Xiaohan Ding, Jungong Han, Yuchen Guo, Guiguang Ding |
| IEEE Transactions on Neural Networks and Learning Systems |
| Download:[pdf]
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Hierarchical Prompt Learning Using CLIP for Multi-label Classification with Single Positive Labels |
| Ao Wang, Hui Chen, Zijia Lin, Zixuan Ding, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Guiguang Ding |
| ACM MM 2023 |
| Download:[pdf]
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Toward Label-Efficient Emotion and Sentiment Analysis |
| Sicheng Zhao, Xiaopeng Hong, Yanyan Zhao, Jufeng Yang, Guiguang Ding |
| Proceedings of the IEEE |
| Download:[pdf]
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GPro3D: Deriving 3D BBox from ground plane in monocular 3D object detection |
| Fan Yang, Xinhao Xu, Hui Chen, Yuchen Guo, Yuwei He, Kai Ni, Guiguang Ding |
| Neurocomputing |
| Download:[pdf]
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Confidence-guided Centroids for Unsupervised Person Re-Identification |
| Yunqi Miao, Jiankang Deng, Guiguang Ding, Jungong Han |
| CoRR abs/2211.11921 (2022) |
| Download:[pdf]
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Ground Plane Matters: Picking Up Ground Plane Prior in Monocular 3D Object Detection |
| Fan Yang, Xinhao Xu, Hui Chen, Yuchen Guo, Jungong Han, Kai Ni, Guiguang Ding |
| CoRR abs/2211.01556 (2022) |
| Download:[pdf]
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Re-parameterizing Your Optimizers rather than Architectures |
| Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Kaiqi Huang, Jungong Han, Guiguang Ding |
| CoRR abs/2205.15242 (2022) |
| Download:[pdf]
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A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets |
| Hehan Teng, Tao He, Yuchen Guo, Guiguang Ding |
| CoRR abs/2205.03124 (2022) |
| Download:[pdf]
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A Free Lunch to Person Re-identification: Learning from Automatically Generated Noisy Tracklets |
| Hehan Teng, Tao He, Yuchen Guo, Zhenhua Guo, Guiguang Ding |
| CoRR abs/2204.00891 (2022) |
| Download:[pdf]
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TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification |
| Kai Chen, Weihua Chen, Tao He, Rong Du, Fan Wang, Xiuyu Sun, Yuchen Guo, Guiguang Ding |
| ACM Multimedia 2022: 560-571 |
| Download:[pdf]
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Scaling Up Your Kernels to 31×31: Revisiting Large Kernel Design in CNNs |
| Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding |
| CVPR 2022: 11953-11965 |
| Download:[pdf]
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RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality |
| Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Jungong Han, Guiguang Ding |
| CVPR 2022: 568-577 |
| Download:[pdf]
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ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising |
| Liuyu Xiang, Jundong Zhou, Jirui Liu, Zerun Wang, Haidong Huang, Jie Hu, Jungong Han, Yuchen Guo, Guiguang Ding |
| AAAI 2022: 2786-2794 |
| Download:[pdf]
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SECRET: Self-Consistent Pseudo Label Refinement for Unsupervised Domain Adaptive Person Re-identification |
| Tao He, Leqi Shen, Yuchen Guo, Guiguang Ding, Zhenhua Guo |
| AAAI 2022: 879-887 |
| Download:[pdf]
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Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation |
| Sicheng Zhao, Xuanbai Chen, Xiangyu Yue, Chuang Lin, Pengfei Xu, Ravi Krishna, Jufeng Yang, Guiguang Ding, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer |
| IEEE Trans. Cybern. 52(10): 10000-10013 (2022) |
| Download:[pdf]
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Personalized Image Aesthetics Assessment via Meta-Learning With Bilevel Gradient Optimization |
| Hancheng Zhu, Leida Li, Jinjian Wu, Sicheng Zhao, Guiguang Ding, Guangming Shi |
| IEEE Trans. Cybern. 52(3): 1798-1811 (2022) |
| Download:[pdf]
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Affective Image Content Analysis: Two Decades Review and New Perspectives |
| Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer |
| IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6729-6751 (2022) |
| Download:[pdf]
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Long-tailed visual recognition with deep models: A methodological survey and evaluation |
| Yu Fu, Liuyu Xiang, Yumna Zahid, Guiguang Ding, Tao Mei, Qiang Shen, Jungong Han |
| Neurocomputing 509: 290-309 (2022) |
| Download:[pdf]
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Towards real-time object detection in GigaPixel-level video |
| Kai Chen, Zerun Wang, Xueyang Wang, Dahan Gong, Longlong Yu, Yuchen Guo, Guiguang Ding |
| Neurocomputing 477: 14-24 (2022) |
| Download:[pdf]
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Bidirectional difference locating and semantic consistency reasoning for change captioning |
| Yaoqi Sun, Liang Li, Tingting Yao, Tongyv Lu, Bolun Zheng, Chenggang Yan, Hua Zhang, Yongjun Bao, Guiguang Ding, Gregory G. Slabaugh |
| Int. J. Intell. Syst. 37(5): 2969-2987 (2022) |
| Download:[pdf]
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LODE: Deep Local Deblurring and A New Benchmark |
| Zerun Wang, Liuyu Xiang, Fan Yang, Jinzhao Qian, Jie Hu, Haidong Huang, Jungong Han, Yuchen Guo, Guiguang Ding |
| CoRR abs/2109.09149 (2021) |
| Download:[pdf]
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Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN |
| Xiaohan Ding, Tianxiang Hao, Jungong Han, Yuchen Guo, Guiguang Ding |
| CoRR abs/2107.14444 (2021) |
| Download:[pdf]
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RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition |
| Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding |
| CoRR abs/2105.01883 (2021) |
| Download:[pdf]
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Computational Emotion Analysis From Images: Recent Advances and Future Directions |
| Sicheng Zhao, Quanwei Huang, Youbao Tang, Xingxu Yao, Jufeng Yang, Guiguang Ding, Björn W. Schuller |
| CoRR abs/2103.10798 (2021) |
| Download:[pdf]
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ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting |
| Xiaohan Ding, Tianxiang Hao, Jianchao Tan, Ji Liu, Jungong Han, Yuchen Guo, Guiguang Ding |
| ICCV 2021: 4490-4500 |
| Download:[pdf]
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RepVGG: Making VGG-Style ConvNets Great Again |
| Xiaohan Ding, Xiangyu Zhang, Ningning Ma, Jungong Han, Guiguang Ding, Jian Sun |
| CVPR 2021: 13733-13742 |
| Download:[pdf]
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Diverse Branch Block: Building a Convolution as an Inception-Like Unit |
| Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding |
| CVPR 2021: 10886-10895 |
| Download:[pdf]
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Increasing Oversampling Diversity for Long-Tailed Visual Recognition |
| Liuyu Xiang, Guiguang Ding, Jungong Han |
| CICAI 2021: 39-50 |
| Download:[pdf]
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The 2020 Low-Power Computer Vision Challenge |
| Xiao Hu, Ming-Ching Chang, Yuwei Chen, Rahul Sridhar, Zhenyu Hu, Yunhe Xue, Zhenyu Wu, Pengcheng Pi, Jiayi Shen, Jianchao Tan, Xiangru Lian, Ji Liu, Zhangyang Wang, Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Kai-Chiang Wu, Wei-Xiang Guo, Rick Lee, Shengwen Liang, Zerun Wang, Guiguang Ding, Gang Zhang, Teng Xi, Yubei Chen, Han Cai, Ligeng Zhu, Zhekai Zhang, Song Han, Seonghwan Jeong, YoungMin Kwon, Tianzhe Wang, Jeffery Pan |
| AICAS 2021: 1-4 |
| Download:[pdf]
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Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans |
| Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding |
| AAAI 2021: 4821-4829 |
| Download:[pdf]
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Dynamic Selective Network for RGB-D Salient Object Detection |
| Hongfa Wen, Chenggang Yan, Xiaofei Zhou, Runmin Cong, Yaoqi Sun, Bolun Zheng, Jiyong Zhang, Yongjun Bao, Guiguang Ding |
| IEEE Trans. Image Process. 30: 9179-9192 (2021) |
| Download:[pdf]
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Learning Transformation-Invariant Local Descriptors With Low-Coupling Binary Codes |
| Yunqi Miao, Zijia Lin, Xiao Ma, Guiguang Ding, Jungong Han |
| IEEE Trans. Image Process. 30: 7554-7566 (2021) |
| Download:[pdf]
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Where to Prune: Using LSTM to Guide Data-Dependent Soft Pruning |
| Guiguang Ding, Shuo Zhang, Zizhou Jia, Jing Zhong, Jungong Han |
| IEEE Trans. Image Process. 30: 293-304 (2021) |
| Download:[pdf]
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Emotion Recognition From Multiple Modalities: Fundamentals and methodologies |
| Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer |
| IEEE Signal Process. Mag. 38(6): 59-73 (2021) |
| Download:[pdf]
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Deep image compression with multi-stage representation |
| nt. J. Comput. Vis. 129(8): 2399-2424 (2021) |
| J. Vis. Commun. Image Represent. 79: 103226 (2021) |
| Download:[pdf]
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MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation |
| Sicheng Zhao, Bo Li, Pengfei Xu, Xiangyu Yue, Guiguang Ding, Kurt Keutzer |
| Int. J. Comput. Vis. 129(8): 2399-2424 (2021) |
| Download:[pdf]
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Image Captioning with Memorized Knowledge |
| Hui Chen, Guiguang Ding, Zijia Lin, Yuchen Guo, Caifeng Shan, Jungong Han |
| Cogn. Comput. 13(4): 807-820 (2021) |
| Download:[pdf]
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Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-Tailed Classification |
| Liuyu Xiang, Guiguang Ding, Jungong Han |
| ECCV (5) 2020: 247-263 |
| Download:[pdf]
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IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval |
| Hui Chen, Guiguang Ding, Xudong Liu, Zijia Lin, Ji Liu, Jungong Han |
| CVPR 2020: 12652-12660 |
| Download:[pdf]
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PANDA: A Gigapixel-Level Human-Centric Video Dataset |
| Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J. Brady, Qionghai Dai, Lu Fang |
| CVPR 2020: 3265-3275 |
| Download:[pdf]
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Shallow Feature Based Dense Attention Network for Crowd Counting |
| Yunqi Miao, Zijia Lin, Guiguang Ding, Jungong Han |
| AAAI 2020: 11765-11772 |
| Download:[pdf]
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Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data |
| Yuwei He, Xiaoming Jin, Guiguang Ding, Yuchen Guo, Jungong Han, Jiyong Zhang, Sicheng Zhao |
| AAAI 2020: 4099-4106 |
| Download:[pdf]
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ACMNet: Adaptive Confidence Matching Network for Human Behavior Analysis via Cross-modal Retrieval |
| Hui Chen, Guiguang Ding, Zijia Lin, Sicheng Zhao, Xiaopeng Gu, Wenyuan Xu, Jungong Han |
| ACM Trans. Multim. Comput. Commun. Appl. 16(1s): 27:1-27:21 (2020) |
| Download:[pdf]
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On Aggregation of Unsupervised Deep Binary Descriptor With Weak Bits |
| Gengshen Wu, Zijia Lin, Guiguang Ding, Qiang Ni, Jungong Han |
| IEEE Trans. Image Process. 29: 9266-9278 (2020) |
| Download:[pdf]
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Personality-Assisted Multi-Task Learning for Generic and Personalized Image Aesthetics Assessment |
| Leida Li, Hancheng Zhu, Sicheng Zhao, Guiguang Ding, Weisi Lin |
| IEEE Trans. Image Process. 29: 3898-3910 (2020) |
| Download:[pdf]
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Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse Learning |
| Sicheng Zhao, Guiguang Ding, Yue Gao, Xin Zhao, Youbao Tang, Jungong Han, Hongxun Yao, Qingming Huang |
| IEEE Trans. Affect. Comput. 11(4): 574-587 (2020) |
| Download:[pdf]
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Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together |
| Yuwei He, Guiguang Ding |
| Neural Process. Lett. 51(3): 2077-2086 (2020) |
| Download:[pdf]
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Joint Optimization in Cached-Enabled Heterogeneous Network for Efficient Industrial IoT |
| Jiachen Yang, Chaofan Ma, Bin Jiang, Guiguang Ding, Gan Zheng, Huihui Wang |
| IEEE J. Sel. Areas Commun. 38(5): 831-844 (2020) |
| Download:[pdf]
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STS: Spatial-Temporal-Semantic Personalized Location Recommendation |
| Wenchao Li, Xin Liu, Chenggang Yan, Guiguang Ding, Yaoqi Sun, Jiyong Zhang |
| ISPRS Int. J. Geo Inf. 9(9): 538 (2020) |
| Download:[pdf]
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Adaptive Region Embedding for Text Classification |
| Liuyu Xiang, Xiaoming Jin, Lan Yi, Guiguang Ding |
| AAAI Conference on Artificial Intelligence 2019 |
| Download:[pdf]
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Dual-View Ranking with Hardness Assessment for Zero-Shot Learning |
| Yuchen Guo, Guiguang Ding, Jungong Han, Xiaohan Ding, Sicheng Zhao, Zheng Wang, Chenggang Yan, Qionghai Dai |
| AAAI Conference on Artificial Intelligence 2019 |
| Download:[pdf]
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Recurrent Attention Model for Pedestrian Attribute Recognition |
| Xin Zhao, Liufang Sang, Guiguang Ding, Jungong Han, Na Di, Chenggang Yan |
| AAAI Conference on Artificial Intelligence 2019 |
| Download:[pdf]
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Global Sparse Momentum SGD for Pruning Very Deep Neural Networks |
| Xiaohan Ding, Guiguang Ding, Xiangxin Zhou, Yuchen Guo, Ji Liu, Jungong Han |
| NeurIPS 2019 |
| Download:[pdf]
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Centripetal SGD for Pruning Very Deep Convolutional Networks with Complicated Structure |
| Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han |
| Computer Vision and Pattern Recognition CVPR 2019 |
| Download:[pdf]
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ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks |
| Xiaohan Ding, Yuchen Guo, Guiguang Ding, Jungong Han |
| International conference on computer vision ICCV 2019 |
| Download:[pdf]
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GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition |
| Hui Chen, Zijia Lin, Guiguang Ding, Jianguang Louz, Yusen Zhangx, Borje Karlsson |
| AAAI Conference on Artificial Intelligence 2019 |
| Download:[pdf]
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Optimized projection for hashing |
| Chaoqun Chu, Dahan Gong, Kai Chen, Yuchen Guo, Jungong Han, Guiguang Ding |
| Pattern Recognition Letters 117 |
| Download:[pdf]
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Personality-Aware Personalized Emotion Recognition from Physiological Signals |
| Sicheng Zhao, Guiguang Ding, Jungong Han, Yue Gao |
| International Joint Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Where to Prune: Using LSTM to Guide End-to-end Pruning |
| Jing Zhong, Guiguang Ding, Yuchen Guo, Jungong Han, Bin Wang |
| International Joint Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes |
| Yuchen Guo, Guiguang Ding, Jungong Han, Sicheng Zhao, Bin Wang |
| International Joint Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Show,ObserveandTell: Attribute-drivenAttentionModelforImageCaptioning |
| HuiChen,GuiguangDing,ZijiaLin,SichengZhao,JungongHan |
| International Joint Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Grouping Attribute Recognition for Pedestrian with Joint Recurrent Learning |
| XinZhao,LiufangSang,GuiguangDing,YuchenGuo，XiaomingJin |
| International Joint Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Real-Time Scalable Visual Tracking via Quadrangle Kernelized Correlation Filters |
| Guiguang Ding,Wenshuo Chen, Sicheng Zhao,Jungong Han,Qianyan Liu |
| IEEE Transactions On Intelligent Transportation Systems 2018 |
| Download:[pdf]
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Auto-balanced Filter Pruning for Efficient Convolutional Nerual Networks |
| Xiaohan Ding,Guiguang Ding,Jungong Han,Sheng Tang |
| 32nd AAAI Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Temporal-difference Learning with Sampling Baseline for Image Captioning |
| Hui Chen,Guiguang Ding,Sicheng Zhao,Jungong Han |
| 32nd AAAI Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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On Trivial Solution and High Correlation Problems in Deep Supervised Hashing |
| Yuchen Guo,Guiguang Ding,Jungong Han,Sheng Tang |
| 32nd AAAI Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Zero-shot Learning with Attribute Selection |
| Yuchen Guo,Guiguang Ding,Jungong Han,Sheng Tang |
| 32nd AAAI Conference on Artificial Intelligence 2018 |
| Download:[pdf]
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Robust Quantization for General Similarity Search |
| Yuchen Guo,Guiguang Ding,and Jungong Han |
| IEEE Transactions on Image Processing 2018 |
| Download:[pdf]
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End to End Featureaware Label Space Encoding for Multilabel Classification with Many Classes |
| Zijia Lin,Guiguang Ding,Jungong Han and Ling Shao |
| IEEE Transactions on Neural Networks and Learning Systems 2017 |
| Download:[pdf]
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Synthesizing Samples for Zero-shot Learning |
| Yuchen Guo,Guiguang Ding,Jungong Han and Yue Gao |
| International Joint Conference on Artificial Intelligence 2017 |
| Download:[pdf]
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TUCH:Turning Cross-view Hashing into Single-view Hashing via Generative Adversarial Nets |
| Xin Zhao,Guiguang Ding,Yuchen Guo,Jungong Han and Yue Gao |
| International Joint Conference on Artificial Intelligence 2017 |
| Download:[pdf]
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SitNet Discrete Similarity Transfer Network for Zero-shot Hashing |
| Yuchen Guo,Guiguang Ding,Jungong Han and Yue Gao |
| International Joint Conference on Artificial Intelligence 2017 |
| Download:[pdf]
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Zero-shot Learning with Transferred Samples |
| Yuchen Guo,Guiguang Ding,Jungong Han and Yue Gao |
| IEEE Transactions on Image Processing 2017 |
| Download:[pdf]
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Attribute-Based Supervised Deep Learning Model for Action Recognition |
| Kai Chen,Guiguang Ding,Jungong Han |
| Frontier of Computer Science 2017 |
| Download:[pdf]
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Predicting Personalized Image Emotion Perceptions in Social Networks |
| Sicheng Zhao, Hongxun Yao, Yue Gao,Guiguang Ding and Tat-Seng Chua |
| IEEE Transactions on Affective Computing 2017 |
| Download:[pdf]
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Learning to Hash with Optimized Anchor Embedding for Scalable Retrieval |
| Yuchen Guo, Guiguang Ding, Li Liu, Jungong Han,Ling Shao |
| IEEE Transactions on Image Processing 2017 |
| Download:[pdf]
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Query expansion for object retrieval with active learning using BoW and CNN feature |
| Xin Zhao，Guiguang Ding |
| Multimedia Tools and Applications (MTAP) 2017 |
| Download:[pdf]
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Large-Scale Image Retrieval with Sparse Embedded Hashing |
| Guiguang Ding, Jile Zhou, Yuchen Guo, Zijia Lin, Sicheng Zhao, Jungong Han |
| Neurocomputing 2017 |
| Download:[pdf]
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Fully Convolutional Neural Networks with Full-scale-features for Semantic Segmentation |
| Tianxiang Pan,Bin Wang,Guiguang Ding,Jun-Hai Yong |
| 31st AAAI Conference on Artificial Intelligence 2017 |
| Download:[pdf]
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Zero-shot Recognition via Direct Classifier Learning with Transferred Samplesand Pseudo Labels |
| Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao |
| 31st AAAI Conference on Artificial Intelligence 2017 |
| Download:[pdf]
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Active Learning with Cross-class Similarity Transfer |
| Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han |
| 31st AAAI Conference on Artificial Intelligence 2017 |
| Download:[pdf]
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Reference Based LSTM for Image Captioning |
| Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Jungong Han, Qiang Liu |
| 31st AAAI Conference on Artificial Intelligence 2017 |
| Download:[pdf]
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Continuous Probability Distribution Prediction of Image Emotions via Multi-Task Shared Sparse Regression |
| Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Guiguang Ding |
| IEEE Transactions on Multimedia, 2016 |
| Download:[pdf]
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Cross-View Retrieval via Probability-Based Semantics-Preserving Hashing |
| Zijia Lin, Guiguang Ding, Jungong Han, and Jianmin Wang |
| IEEE Transactions on Cybernetics, 2016 |
| Download:[pdf][code] |
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Large-scale Cross-modality Search via Collective Matrix Factorization Hashing |
| Guiguang Ding,Yuchen Guo,Jile Zhou,and Yue Gao |
| IEEE Transactions on Image Processing, 2016 |
| Download:[pdf][code] |
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Semi-supervised Active Learning with Cross-class Sample Transfer |
| Yuchen Guo,Guiguang Ding,Yue Gao,and Jianmin Wang |
| 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016 |
| Download:[pdf] |
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Robust Iterative Quantization for Efficient lp-norm Similarity Search |
| Yuchen Guo,Guiguang Ding,Jungong Han and Xiaoming Jin |
| 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016 |
| Download:[pdf] |
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Transductive Zero-Shot Recognition via Shared Model Space Learning |
| Yuchen Guo,Guiguang Ding,Xiaoming Jin and Jianmin Wang |
| 30th AAAI Conference on Artificial Intelligence 2016 |
| Download:[pdf] |
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Active Learning with Cross-class Knowledge Transfer |
| Yuchen Guo,Guiguang Ding,Yuqi Wang,Xiaoming Jin |
| 30th AAAI Conference on Artificial Intelligence 2016 |
| Download:[pdf] |
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Multi-Domain Active Learning for Recommendation |
| Zihan Zhang,Xiaoming Jin,Lianghao Li,Guiguang Ding,Qiang Yang |
| 30th AAAI Conference on Artificial Intelligence 2016 |
| Download:[pdf] |
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Accelerated Manhattan hashing via bit-remapping with location information |
| Wenshuo Chen,Guiguang Ding,Zijia Lin, Jisheng Pei
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| Multimedia Tools and Applications (MTAP), 1-26, 2016 |
| Download:[pdf] [code] |
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Semantics-preserving hashing for cross-view retrieval |
| Zijia Lin,Guiguang Ding,Mingqing Hu,Jianmin Wang |
| Proceedings of the IEEE Conference on Computer Vision and Pattern (CVPR), 2015 |
| Download:[pdf] |
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Learning Predictable and Discriminative Attributes for Visual Recognition |
| Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang |
| 29th AAAI Conference on Artificial Intelligence 2015 |
| Download:[pdf] |
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Gaussian Cardinality Restricted Boltzmann Machines |
| Cheng Wan,Xiaoming Jin,Guiguang Ding,Dou Shen |
| 29th AAAI Conference on Artificial Intelligence 2015 |
| Download:[pdf] |
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Robust Nonnegative Matrix Factorization with Discriminability for image representation |
| Yuchen Guo,Guiguang Ding,Jile Zhou |
| IEEE International Conference on Multimedia and Expo (ICME), 2015 |
| Download:[pdf] |
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Robust and Discriminative Concept Factorization for Image Representation |
| Yuchen Guo,Guiguang Ding,Jile Zhou,Qiang Liu |
| Proceedings of the 5th ACM on International Conference on Multimedia (ICMR), 2015 |
| Download:[pdf] |
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Distribution Regularized Nonnegative Matrix Factorization for Transfer Visual Feature Learning |
| Yuchen Guo,Guiguang Ding,Qiang liu |
| Proceedings of the 5th ACM on International Conference on Multimedia (ICMR), 2015 |
| Download:[pdf] |
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Transfer Learning with Graph Co-Regularization |
| Mingsheng Long,Jianmin Wang,Guiguang Ding,Sinno Jialin Pan,Philip S.Yu,Fellow,IEEE
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| IEEE Transactions on Knowledge and Data Engineering, 2014 |
| Download:[pdf] |
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Adaptation Regularization A General Framework for Transfer Learning |
| Mingsheng Long, Jianmin Wang, Guiguang Ding, Sinno Jialin Pan, and Philip S. Yu, Fellow, IEEE
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| IEEE Transactions on Knowledge and Data Engineering, 2014 |
| Download:[pdf] |
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KERNEL-BASED SUPERVISED HASHING FOR CROSS-VIEW SIMILARITY SEARCH |
| Jile Zhou, Guiguang Ding, Yuchen Guo, Qiang Liu, XinPeng Dong |
| IEEE International Conference on Multimedia and Expo(ICME), 2014 |
| Download:[pdf] |
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Multi-label Classification via Feature-aware Implicit Label Space Encoding |
| Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang |
| Proceedings of the 31th International Conference on Machine Learning (ICML), 2014 |
| Download:[pdf] |
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Image Tag Completion via Dual-view Linear Sparse Reconstructions |
| Zijia Lin, Guiguang Ding, Mingqing Hu, Yunzhen Lin, Shuzhi Sam Ge |
| Computer Vision and Image Understanding, 2014 |
| Download:[pdf] |
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Latent Semantic Sparse Hashing for Cross-Modal Similarity Search |
| Jile Zhou, Guiguang Ding, Yuchen Guo |
| 37th International {ACM} {SIGIR} Conference on Research and Development... (SIGIR), 2014 |
| Download:[pdf] [code] |
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Transfer Joint Matching for Unsupervised Domain Adaptation |
| Mingsheng Long, Jianmin Wang, Guiguang Ding, Philip Yu |
| Proceedings of the IEEE Conference on Computer Vision and Pattern (CVPR), 2014 |
| Download:[pdf] |
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Collective Matrix Factorization Hashing for Multimodal Data |
| Guiguang Ding, Yuchen Guo, Jile Zhou |
| Proceedings of the IEEE Conference on Computer Vision and Pattern (CVPR), 2014 |
| Download:[pdf] [code] |
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Image Auto-annotation via Tag-dependent Random Search over Range-constrained Visual Neighbours |
| Zijia Lin, Guiguang Ding, Mingqing Hu |
| Multimedia Tools and Applications (MTAP), 2014 |
| Download:[pdf] |
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Multi-source Image Auto-annotation |
| Zijia Lin, Guiguang Ding, Mingqing Hu |
| International Conference on Image Processing (ICIP), (Oral, Top 10% Paper), 2013 |
| Download:[pdf] |
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Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions |
| Z. Lin, G. Ding, M. Hu, J. Wang, X. Ye |
| IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 |
| Download:[pdf] |
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Transfer Sparse Coding for Robust Image Representation |
| M. Long, G. Ding, J. Wang, J. Sun, Y. Guo, PS. Yu |
| IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 |
| Download:[pdf] |
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Twin Bridge Transfer Learning for Sparse Collaborative Filtering |
| J. Shi, M. Long, Q. Liu, G. Ding, J. Wang |
| Advances in Knowledge Discovery and Data Mining ,496-507, 2013 |
| Download:[pdf] |
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Generating virtual ratings from chinese reviews to augment online recommendations |
| W. Zhang, G. Ding, L. Chen, C. Li, C. Zhang |
| ACM Transactions on Intelligent Systems and Technology (TIST), 2013 |
| Download:[pdf] |
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Automatic image annotation using tag-related random search over visual neighbors |
| Z. Lin, G. Ding, M. Hu, J. Wang, J. Sun |
| Proceedings of the 21st annual international ACM SIGIR conference on Research and ..., 2012 |
| Download:[pdf] [datasets] |
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Transfer Learning with Graph Co-Regularization |
| M. Long, J. Wang, G. Ding, D. Shen, Q. Yang |
| 26th AAAI Conference on Artificial Intelligence 2012 |
| Download:[pdf] [datasets] |
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Autority aware expert search: Algorithm and system for NSFC |
| X. Mai, G. Ding, J. Wang |
| Automatic Control and Artificial Intelligence (ACAI), 2012 |
| Download:[pdf] [datasets] |
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Dual transfer learning |
| M. Long, J. Wang, G. Ding, W. Cheng, X. Zhang, W. Wang |
| Proceedings of the 12th SIAM International Conference on Data Mining, 2012 |
| Download:[pdf] [datasets] |
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Ring Fingerprint Based on Interest Points for Video Copy Detection |
| G. Ding, R. Nie |
| IEEE International Symposium on Multimedia (ISM), 2010 |
| Download:[pdf] [datasets] |
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Augmenting Chinese Online Video Recommendations by Using Virtual Ratings Predicted by Review Sentiment Classification |
| W. Zhang, G. Ding, L. Chen, C. Li |
| DATA MINING WORKSHOPS. IEEE INTERNATIONAL CONFERENCE (ICDMW), 2010 |
| Download:[pdf] [datasets] |
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Automatic semantic annotation of images based on web data |
| G. Ding, N. Xu |
| 6th International conference on Information Assurance and Securit (IAS), 2010 |
| Download:[pdf] [datasets] |
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A visual word weighting scheme based on emerging itemsets for video annotation |
| G. Ding, J. Wang, K. Qin |
| Information Processing Letters, 110(16), 692-696, 2010 |
| Download:[pdf] [datasets] |
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Semantic classifier based on compressed sensing for image and video annotation |
| G. Ding, K. Qin |
| Electronics letters 46(6),417-419, 2010 |
| Download:[pdf] [datasets] |
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Free-viewpoint Video Watermarking Based on Depth Map |
| G. Ding, N. Zhu, J. Wang |
| International Journal of Innovative Computing, Information & Control (IJICIC), 2010 |
| Download:[pdf] [datasets] |
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Video annotation based on adaptive annular spatial partition scheme |
| G. Ding, L. Zhang, X. Li |
| IEICE Electronics Express, 7(1), 7-12, 2010 |
Download:[pdf] [datasets]
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