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- affiliation: Tsinghua University, Beijing, China
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2020 – today
- 2023
[j55]Mingqi Gao, Feng Zheng, James J. Q. Yu, Caifeng Shan
, Guiguang Ding, Jungong Han:
Deep learning for video object segmentation: a review. Artif. Intell. Rev. 56(1): 457-531 (2023)- [j54]Liuyu Xiang, Jungong Han, Guiguang Ding:
Margin-aware rectified augmentation for long-tailed recognition. Pattern Recognit. 141: 109608 (2023) - [c109]Mengyao Lyu, Jundong Zhou, Hui Chen, Yijie Huang, Dongdong Yu, Yaqian Li, Yandong Guo, Yuchen Guo, Liuyu Xiang, Guiguang Ding:
Box-Level Active Detection. CVPR 2023: 23766-23775 - [c108]Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Kaiqi Huang, Jungong Han, Guiguang Ding:
Re-parameterizing Your Optimizers rather than Architectures. ICLR 2023 - [c107]Tianxiang Hao, Hui Chen, Yuchen Guo, Guiguang Ding:
Consolidator: Mergable Adapter with Group Connections for Visual Adaptation. ICLR 2023 - [i36]Leqi Shen, Tao He, Yuchen Guo, Guiguang Ding:
X-ReID: Cross-Instance Transformer for Identity-Level Person Re-Identification. CoRR abs/2302.02075 (2023) - [i35]Mengyao Lyu, Jundong Zhou, Hui Chen, Yijie Huang, Dongdong Yu, Yaqian Li, Yandong Guo, Yuchen Guo, Liuyu Xiang, Guiguang Ding:
Box-Level Active Detection. CoRR abs/2303.13089 (2023) - [i34]Tianxiang Hao, Hui Chen, Yuchen Guo, Guiguang Ding:
Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation. CoRR abs/2305.00603 (2023) - [i33]Ao Wang, Hui Chen, Zijia Lin, Hengjun Pu, Guiguang Ding:
RepViT: Revisiting Mobile CNN From ViT Perspective. CoRR abs/2307.09283 (2023) - 2022
- [j53]Yaoqi Sun, Liang Li, Tingting Yao, Tongyv Lu, Bolun Zheng, Chenggang Yan, Hua Zhang, Yongjun Bao, Guiguang Ding, Gregory G. Slabaugh:
Bidirectional difference locating and semantic consistency reasoning for change captioning. Int. J. Intell. Syst. 37(5): 2969-2987 (2022) - [j52]Kai Chen, Zerun Wang, Xueyang Wang, Dahan Gong, Longlong Yu, Yuchen Guo, Guiguang Ding:
Towards real-time object detection in GigaPixel-level video. Neurocomputing 477: 14-24 (2022) - [j51]Yu Fu, Liuyu Xiang, Yumna Zahid, Guiguang Ding, Tao Mei, Qiang Shen, Jungong Han:
Long-tailed visual recognition with deep models: A methodological survey and evaluation. Neurocomputing 509: 290-309 (2022) - [j50]Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer:
Affective Image Content Analysis: Two Decades Review and New Perspectives. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6729-6751 (2022) - [j49]Hancheng Zhu, Leida Li, Jinjian Wu, Sicheng Zhao, Guiguang Ding, Guangming Shi:
Personalized Image Aesthetics Assessment via Meta-Learning With Bilevel Gradient Optimization. IEEE Trans. Cybern. 52(3): 1798-1811 (2022) - [j48]Sicheng Zhao, Xuanbai Chen, Xiangyu Yue, Chuang Lin, Pengfei Xu, Ravi Krishna, Jufeng Yang, Guiguang Ding, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer:
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation. IEEE Trans. Cybern. 52(10): 10000-10013 (2022) - [c106]Tao He, Leqi Shen, Yuchen Guo, Guiguang Ding, Zhenhua Guo:
SECRET: Self-Consistent Pseudo Label Refinement for Unsupervised Domain Adaptive Person Re-identification. AAAI 2022: 879-887 - [c105]Liuyu Xiang, Jundong Zhou, Jirui Liu, Zerun Wang, Haidong Huang, Jie Hu, Jungong Han, Yuchen Guo, Guiguang Ding:
ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising. AAAI 2022: 2786-2794 - [c104]Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Jungong Han, Guiguang Ding:
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality. CVPR 2022: 568-577 - [c103]Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding:
Scaling Up Your Kernels to 31×31: Revisiting Large Kernel Design in CNNs. CVPR 2022: 11953-11965 - [c102]Kai Chen, Weihua Chen, Tao He, Rong Du, Fan Wang, Xiuyu Sun, Yuchen Guo, Guiguang Ding:
TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification. ACM Multimedia 2022: 560-571 - [i32]Xiaohan Ding, Xiangyu Zhang, Yizhuang Zhou, Jungong Han, Guiguang Ding, Jian Sun:
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs. CoRR abs/2203.06717 (2022) - [i31]Hehan Teng, Tao He, Yuchen Guo, Zhenhua Guo, Guiguang Ding:
A Free Lunch to Person Re-identification: Learning from Automatically Generated Noisy Tracklets. CoRR abs/2204.00891 (2022) - [i30]Hehan Teng, Tao He, Yuchen Guo, Guiguang Ding:
A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets. CoRR abs/2205.03124 (2022) - [i29]Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Kaiqi Huang, Jungong Han, Guiguang Ding:
Re-parameterizing Your Optimizers rather than Architectures. CoRR abs/2205.15242 (2022) - [i28]Fan Yang, Xinhao Xu, Hui Chen, Yuchen Guo, Jungong Han, Kai Ni, Guiguang Ding:
Ground Plane Matters: Picking Up Ground Plane Prior in Monocular 3D Object Detection. CoRR abs/2211.01556 (2022) - [i27]Yunqi Miao, Jiankang Deng, Guiguang Ding, Jungong Han:
Confidence-guided Centroids for Unsupervised Person Re-Identification. CoRR abs/2211.11921 (2022) - 2021
- [j47]Hui Chen, Guiguang Ding, Zijia Lin, Yuchen Guo, Caifeng Shan, Jungong Han:
Image Captioning with Memorized Knowledge. Cogn. Comput. 13(4): 807-820 (2021) - [j46]Sicheng Zhao, Bo Li, Pengfei Xu, Xiangyu Yue, Guiguang Ding, Kurt Keutzer:
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation. Int. J. Comput. Vis. 129(8): 2399-2424 (2021) - [j45]Zixi Wang, Guiguang Ding, Jungong Han, Fan Li:
Deep image compression with multi-stage representation. J. Vis. Commun. Image Represent. 79: 103226 (2021) - [j44]Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer:
Emotion Recognition From Multiple Modalities: Fundamentals and methodologies. IEEE Signal Process. Mag. 38(6): 59-73 (2021) - [j43]Guiguang Ding, Shuo Zhang, Zizhou Jia, Jing Zhong, Jungong Han:
Where to Prune: Using LSTM to Guide Data-Dependent Soft Pruning. IEEE Trans. Image Process. 30: 293-304 (2021) - [j42]Yunqi Miao, Zijia Lin, Xiao Ma, Guiguang Ding, Jungong Han:
Learning Transformation-Invariant Local Descriptors With Low-Coupling Binary Codes. IEEE Trans. Image Process. 30: 7554-7566 (2021) - [j41]Hongfa Wen, Chenggang Yan, Xiaofei Zhou, Runmin Cong, Yaoqi Sun, Bolun Zheng, Jiyong Zhang, Yongjun Bao, Guiguang Ding:
Dynamic Selective Network for RGB-D Salient Object Detection. IEEE Trans. Image Process. 30: 9179-9192 (2021) - [c101]Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding:
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans. AAAI 2021: 4821-4829 - [c100]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:
The 2020 Low-Power Computer Vision Challenge. AICAS 2021: 1-4 - [c99]Liuyu Xiang, Guiguang Ding, Jungong Han:
Increasing Oversampling Diversity for Long-Tailed Visual Recognition. CICAI 2021: 39-50 - [c98]Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding:
Diverse Branch Block: Building a Convolution as an Inception-Like Unit. CVPR 2021: 10886-10895 - [c97]Xiaohan Ding, Xiangyu Zhang, Ningning Ma, Jungong Han, Guiguang Ding, Jian Sun:
RepVGG: Making VGG-Style ConvNets Great Again. CVPR 2021: 13733-13742 - [c96]Xiaohan Ding, Tianxiang Hao, Jianchao Tan, Ji Liu, Jungong Han, Yuchen Guo, Guiguang Ding:
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting. ICCV 2021: 4490-4500 - [i26]Xiaohan Ding, Xiangyu Zhang, Ningning Ma, Jungong Han, Guiguang Ding, Jian Sun:
RepVGG: Making VGG-style ConvNets Great Again. CoRR abs/2101.03697 (2021) - [i25]Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding:
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans. CoRR abs/2101.05442 (2021) - [i24]Sicheng Zhao, Quanwei Huang, Youbao Tang, Xingxu Yao, Jufeng Yang, Guiguang Ding, Björn W. Schuller:
Computational Emotion Analysis From Images: Recent Advances and Future Directions. CoRR abs/2103.10798 (2021) - [i23]Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding:
Diverse Branch Block: Building a Convolution as an Inception-like Unit. CoRR abs/2103.13425 (2021) - [i22]Xiaohan Ding, Xiangyu Zhang, Jungong Han, Guiguang Ding:
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition. CoRR abs/2105.01883 (2021) - [i21]Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer:
Affective Image Content Analysis: Two Decades Review and New Perspectives. CoRR abs/2106.16125 (2021) - [i20]Xiaohan Ding, Tianxiang Hao, Jungong Han, Yuchen Guo, Guiguang Ding:
Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN. CoRR abs/2107.14444 (2021) - [i19]Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer:
Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies. CoRR abs/2108.10152 (2021) - [i18]Zerun Wang, Liuyu Xiang, Fan Yang, Jinzhao Qian, Jie Hu, Haidong Huang, Jungong Han, Yuchen Guo, Guiguang Ding:
LODE: Deep Local Deblurring and A New Benchmark. CoRR abs/2109.09149 (2021) - [i17]Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Jungong Han, Guiguang Ding:
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality. CoRR abs/2112.11081 (2021) - [i16]Kai Chen, Weihua Chen, Tao He, Rong Du, Fan Wang, Xiuyu Sun, Yuchen Guo, Guiguang Ding:
TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification. CoRR abs/2112.14239 (2021) - 2020
- [j40]Wenchao Li, Xin Liu, Chenggang Yan, Guiguang Ding, Yaoqi Sun, Jiyong Zhang:
STS: Spatial-Temporal-Semantic Personalized Location Recommendation. ISPRS Int. J. Geo Inf. 9(9): 538 (2020) - [j39]Jiachen Yang, Chaofan Ma, Bin Jiang, Guiguang Ding, Gan Zheng, Huihui Wang:
Joint Optimization in Cached-Enabled Heterogeneous Network for Efficient Industrial IoT. IEEE J. Sel. Areas Commun. 38(5): 831-844 (2020) - [j38]Yuwei He, Guiguang Ding:
Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together. Neural Process. Lett. 51(3): 2077-2086 (2020) - [j37]Yuwei He, Guiguang Ding:
Correction to: Deep Transfer Learning for Image Emotion Analysis: Reducing Marginal and Joint Distribution Discrepancies Together. Neural Process. Lett. 51(3): 2087-2088 (2020) - [j36]Sicheng Zhao, Guiguang Ding, Yue Gao, Xin Zhao, Youbao Tang, Jungong Han, Hongxun Yao, Qingming Huang:
Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse Learning. IEEE Trans. Affect. Comput. 11(4): 574-587 (2020) - [j35]Leida Li, Hancheng Zhu, Sicheng Zhao, Guiguang Ding, Weisi Lin:
Personality-Assisted Multi-Task Learning for Generic and Personalized Image Aesthetics Assessment. IEEE Trans. Image Process. 29: 3898-3910 (2020) - [j34]Gengshen Wu, Zijia Lin, Guiguang Ding, Qiang Ni, Jungong Han:
On Aggregation of Unsupervised Deep Binary Descriptor With Weak Bits. IEEE Trans. Image Process. 29: 9266-9278 (2020) - [j33]Hui Chen, Guiguang Ding, Zijia Lin, Sicheng Zhao, Xiaopeng Gu, Wenyuan Xu, Jungong Han:
ACMNet: Adaptive Confidence Matching Network for Human Behavior Analysis via Cross-modal Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 16(1s): 27:1-27:21 (2020) - [c95]Yuwei He, Xiaoming Jin, Guiguang Ding, Yuchen Guo, Jungong Han, Jiyong Zhang, Sicheng Zhao:
Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data. AAAI 2020: 4099-4106 - [c94]Yunqi Miao, Zijia Lin, Guiguang Ding, Jungong Han:
Shallow Feature Based Dense Attention Network for Crowd Counting. AAAI 2020: 11765-11772 - [c93]Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J. Brady, Qionghai Dai, Lu Fang:
PANDA: A Gigapixel-Level Human-Centric Video Dataset. CVPR 2020: 3265-3275 - [c92]Hui Chen, Guiguang Ding, Xudong Liu, Zijia Lin, Ji Liu, Jungong Han:
IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval. CVPR 2020: 12652-12660 - [c91]Liuyu Xiang, Guiguang Ding, Jungong Han:
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-Tailed Classification. ECCV (5) 2020: 247-263 - [i15]Liuyu Xiang, Guiguang Ding:
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification. CoRR abs/2001.01536 (2020) - [i14]Hui Chen, Guiguang Ding, Xudong Liu, Zijia Lin, Ji Liu, Jungong Han:
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval. CoRR abs/2003.03772 (2020) - [i13]Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J. Brady, Qionghai Dai, Lu Fang:
PANDA: A Gigapixel-level Human-centric Video Dataset. CoRR abs/2003.04852 (2020) - [i12]Yunqi Miao, Zijia Lin, Guiguang Ding, Jungong Han:
Shallow Feature Based Dense Attention Network for Crowd Counting. CoRR abs/2006.09853 (2020) - [i11]Xiaohan Ding, Tianxiang Hao, Ji Liu, Jungong Han, Yuchen Guo, Guiguang Ding:
Lossless CNN Channel Pruning via Gradient Resetting and Convolutional Re-parameterization. CoRR abs/2007.03260 (2020) - [i10]Sicheng Zhao, Xuanbai Chen, Xiangyu Yue, Chuang Lin, Pengfei Xu, Ravi Krishna, Jufeng Yang, Guiguang Ding, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer:
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation. CoRR abs/2011.12470 (2020)
2010 – 2019
- 2019
- [j32]Guiguang Ding, Minghai Chen, Sicheng Zhao, Hui Chen, Jungong Han, Qiang Liu:
Neural Image Caption Generation with Weighted Training and Reference. Cogn. Comput. 11(6): 763-777 (2019) - [j31]Hang Shao, Yuchen Guo, Guiguang Ding, Jungong Han:
Zero-shot multi-label learning via label factorisation. IET Comput. Vis. 13(2): 117-124 (2019) - [j30]Liufang Sang, Xin Zhao, Guiguang Ding:
MEIAH: Mixing explicit and implicit formulation of attributes in binary representation for person re-identification. Multim. Tools Appl. 78(19): 27533-27551 (2019) - [j29]Chaoqun Chu, Dahan Gong, Kai Chen, Yuchen Guo, Jungong Han, Guiguang Ding:
Optimized projection for hashing. Pattern Recognit. Lett. 117: 169-178 (2019) - [j28]Gengshen Wu, Jungong Han, Zijia Lin, Guiguang Ding, Baochang Zhang, Qiang Ni:
Joint Image-Text Hashing for Fast Large-Scale Cross-Media Retrieval Using Self-Supervised Deep Learning. IEEE Trans. Ind. Electron. 66(12): 9868-9877 (2019) - [j27]Bin Jiang, Jiachen Yang, Guiguang Ding, Huihui Wang:
Cyber-Physical Security Design in Multimedia Data Cache Resource Allocation for Industrial Networks. IEEE Trans. Ind. Informatics 15(12): 6472-6480 (2019) - [j26]Gengshen Wu, Jungong Han, Yuchen Guo, Li Liu, Guiguang Ding, Qiang Ni, Ling Shao:
Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval. IEEE Trans. Image Process. 28(4): 1993-2007 (2019) - [j25]Guiguang Ding, Yuchen Guo, Kai Chen, Chaoqun Chu, Jungong Han, Qionghai Dai:
DECODE: Deep Confidence Network for Robust Image Classification. IEEE Trans. Image Process. 28(8): 3752-3765 (2019) - [j24]Sicheng Zhao, Amir Gholaminejad, Guiguang Ding, Yue Gao, Jungong Han, Kurt Keutzer:
Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 14:1-14:18 (2019) - [c90]Sicheng Zhao, Chuang Lin, Pengfei Xu, Sendong Zhao, Yuchen Guo, Ravi Krishna, Guiguang Ding, Kurt Keutzer:
CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions. AAAI 2019: 2620-2627 - [c89]Hui Chen, Zijia Lin, Guiguang Ding, Jianguang Lou, Yusen Zhang, Börje Karlsson:
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition. AAAI 2019: 6236-6243 - [c88]Liuyu Xiang, Xiaoming Jin, Lan Yi, Guiguang Ding:
Adaptive Region Embedding for Text Classification. AAAI 2019: 7314-7321 - [c87]Yuchen Guo, Guiguang Ding, Jungong Han, Xiaohan Ding, Sicheng Zhao, Zheng Wang, Chenggang Yan, Qionghai Dai:
Dual-View Ranking with Hardness Assessment for Zero-Shot Learning. AAAI 2019: 8360-8367 - [c86]Xin Zhao, Liufang Sang, Guiguang Ding, Jungong Han, Na Di, Chenggang Yan:
Recurrent Attention Model for Pedestrian Attribute Recognition. AAAI 2019: 9275-9282 - [c85]Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han:
Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure. CVPR 2019: 4943-4953 - [c84]Xiaohan Ding, Yuchen Guo, Guiguang Ding, Jungong Han:
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks. ICCV 2019: 1911-1920 - [c83]Leida Li, Hancheng Zhu, Sicheng Zhao, Guiguang Ding, Hongyan Jiang, Allen Tan:
Personality Driven Multi-task Learning for Image Aesthetic Assessment. ICME 2019: 430-435 - [c82]Tao He, Xiaoming Jin, Guiguang Ding, Lan Yi, Chenggang Yan:
Towards Better Uncertainty Sampling: Active Learning with Multiple Views for Deep Convolutional Neural Network. ICME 2019: 1360-1365 - [c81]Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han, Chenggang Yan:
Approximated Oracle Filter Pruning for Destructive CNN Width Optimization. ICML 2019: 1607-1616 - [c80]Tianxiang Pan, Bin Wang, Guiguang Ding, Jungong Han, Jun-Hai Yong:
Low Shot Box Correction for Weakly Supervised Object Detection. IJCAI 2019: 890-896 - [c79]Yuchen Guo, Guiguang Ding, Jungong Han, Hang Shao, Xin Lou, Qionghai Dai:
Zero-shot Learning with Many Classes by High-rank Deep Embedding Networks. IJCAI 2019: 2428-2434 - [c78]Yuchen Guo, Guiguang Ding, Jungong Han, Chenggang Yan, Jiyong Zhang, Qionghai Dai:
Landmark Selection for Zero-shot Learning. IJCAI 2019: 2435-2441 - [c77]Liuyu Xiang, Xiaoming Jin, Guiguang Ding, Jungong Han, Leida Li:
Incremental Few-Shot Learning for Pedestrian Attribute Recognition. IJCAI 2019: 3912-3918 - [c76]Sicheng Zhao, Zizhou Jia, Hui Chen, Leida Li, Guiguang Ding, Kurt Keutzer:
PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression. ACM Multimedia 2019: 192-201 - [c75]Hui Chen, Guiguang Ding, Zijia Lin, Sicheng Zhao, Jungong Han:
Cross-Modal Image-Text Retrieval with Semantic Consistency. ACM Multimedia 2019: 1749-1757 - [c74]Xiaohan Ding, Guiguang Ding, Xiangxin Zhou, Yuchen Guo, Jungong Han, Ji Liu:
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks. NeurIPS 2019: 6379-6391 - [i9]Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han:
Centripetal SGD for Pruning Very Deep Convolutional Networks with Complicated Structure. CoRR abs/1904.03837 (2019) - [i8]Xiaohan Ding, Guiguang Ding, Yuchen Guo, Jungong Han, Chenggang Yan:
Approximated Oracle Filter Pruning for Destructive CNN Width Optimization. CoRR abs/1905.04748 (2019) - [i7]Liuyu Xiang, Xiaoming Jin, Guiguang Ding, Jungong Han, Leida Li:
Incremental Few-Shot Learning for Pedestrian Attribute Recognition. CoRR abs/1906.00330 (2019) - [i6]Liuyu Xiang, Xiaoming Jin, Lan Yi, Guiguang Ding:
Adaptive Region Embedding for Text Classification. CoRR abs/1906.01514 (2019) - [i5]Hui Chen, Zijia Lin, Guiguang Ding, Jianguang Lou, Yusen Zhang, Börje Karlsson:
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition. CoRR abs/1907.05611 (2019) - [i4]Xiaohan Ding, Yuchen Guo, Guiguang Ding, Jungong Han:
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks. CoRR abs/1908.03930 (2019) - [i3]Sicheng Zhao, Zizhou Jia, Hui Chen, Leida Li, Guiguang Ding, Kurt Keutzer:
PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression. CoRR abs/1909.05693 (2019) - [i2]Xiaohan Ding, Guiguang Ding, Xiangxin Zhou, Yuchen Guo, Ji Liu, Jungong Han:
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks. CoRR abs/1909.12778 (2019) - 2018
- [j23]Sicheng Zhao, Hongxun Yao, Yue Gao, Guiguang Ding, Tat-Seng Chua:
Predicting Personalized Image Emotion Perceptions in Social Networks. IEEE Trans. Affect. Comput. 9(4): 526-540 (2018) - [j22]Sicheng Zhao, Yue Gao, Guiguang Ding, Tat-Seng Chua:
Real-Time Multimedia Social Event Detection in Microblog. IEEE Trans. Cybern. 48(11): 3218-3231 (2018) - [j21]Yuchen Guo, Guiguang Ding, Jungong Han:
Robust Quantization for General Similarity Search. IEEE Trans. Image Process. 27(2): 949-963 (2018) - [j20]Guiguang Ding, Wenshuo Chen, Sicheng Zhao, Jungong Han, Qiaoyan Liu:
Real-Time Scalable Visual Tracking via Quadrangle Kernelized Correlation Filters. IEEE Trans. Intell. Transp. Syst. 19(1): 140-150 (2018) - [j19]Zijia Lin, Guiguang Ding, Jungong Han, Ling Shao:
End-to-End Feature-Aware Label Space Encoding for Multilabel Classification With Many Classes. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2472-2487 (2018) - [c73]Yuchen Guo, Xin Zhao, Guiguang Ding, Jungong Han:
On Trivial Solution and High Correlation Problems in Deep Supervised Hashing. AAAI 2018: 2240-2247 - [c72]Hui Chen, Guiguang Ding, Sicheng Zhao, Jungong Han:
Temporal-Difference Learning With Sampling Baseline for Image Captioning. AAAI 2018: 6706-6713 - [c71]Xiaohan Ding