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2020 – today
- 2023
[j158]Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation. ACM Comput. Surv. 55(2): 1:1-1:35 (2023)- [j157]Shilong Bao
, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1017-1035 (2023) - [j156]Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang:
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation is the Fixed Point of Adversarial Game. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4090-4108 (2023) - [j155]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Partial Area Under the Top-k Curve: Theory and Practice. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5053-5069 (2023) - [j154]Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Principled Design of Image Representation: Towards Forensic Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5337-5354 (2023) - [j153]Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
MaxMatch: Semi-Supervised Learning With Worst-Case Consistency. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5970-5987 (2023) - [j152]Qianqian Xu, Zhiyong Yang, Yunrui Zhao, Xiaochun Cao, Qingming Huang:
Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7668-7685 (2023) - [j151]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Two-Way Partial AUC With an End-to-End Framework. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10228-10246 (2023) - [j150]Shengdong Zhang, Wenqi Ren, Xin Tan, Zhi-Jie Wang, Yong Liu, Jingang Zhang, Xiaoqin Zhang, Xiaochun Cao:
Semantic-Aware Dehazing Network With Adaptive Feature Fusion. IEEE Trans. Cybern. 53(1): 454-467 (2023) - [j149]Yikun Xu, Pengwen Dai, Zekun Li, Hongjun Wang, Xiaochun Cao:
The Best Protection is Attack: Fooling Scene Text Recognition With Minimal Pixels. IEEE Trans. Inf. Forensics Secur. 18: 1580-1595 (2023) - [j148]Wenyuan Yang, Xiaoyu Zhou, Zhikai Chen, Bofei Guo, Zhongjie Ba, Zhihua Xia, Xiaochun Cao, Kui Ren:
AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake. IEEE Trans. Inf. Forensics Secur. 18: 2015-2029 (2023) - [j147]Yushu Zhang, Xi Ye, Xiangli Xiao, Tao Xiang, Hongwei Li, Xiaochun Cao:
A Reversible Framework for Efficient and Secure Visual Privacy Protection. IEEE Trans. Inf. Forensics Secur. 18: 3334-3349 (2023) - [j146]Jingzhi Li, Hua Zhang, Siyuan Liang, Pengwen Dai, Xiaochun Cao:
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps. IEEE Trans. Inf. Forensics Secur. 18: 3632-3646 (2023) - [j145]Jun Luo, Wenqi Ren, Xinwei Gao, Xiaochun Cao:
Multi-Exposure Image Fusion via Deformable Self-Attention. IEEE Trans. Image Process. 32: 1529-1540 (2023) - [j144]Zhitao Zeng, Pengwen Dai, Xuan Zhang, Lei Zhang, Xiaochun Cao:
Cognition Guided Human-Object Relationship Detection. IEEE Trans. Image Process. 32: 2468-2480 (2023) - [j143]Shangquan Sun, Wenqi Ren, Jingzhi Li, Kaihao Zhang, Meiyu Liang, Xiaochun Cao:
Event-Aware Video Deraining via Multi-Patch Progressive Learning. IEEE Trans. Image Process. 32: 3040-3053 (2023) - [j142]Sixuan Liu, Jingzhi Li, Hua Zhang, Long Xu, Xiaochun Cao:
Prediction With Visual Evidence: Sketch Classification Explanation via Stroke-Level Attributions. IEEE Trans. Image Process. 32: 4393-4406 (2023) - [j141]Ruoyu Chen, Jingzhi Li, Hua Zhang, Changchong Sheng, Li Liu, Xiaochun Cao:
Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 220:1-220:22 (2023) - [j140]Xiangli Xiao, Yushu Zhang, Xuewen Dong, Liangmin Wang, Yong Xiang, Xiaochun Cao:
Fair Outsourcing Paid in Fiat Money Using Blockchain. IEEE Trans. Serv. Comput. 16(3): 1860-1873 (2023) - [c183]Bangyan He, Jian Liu, Yiming Li, Siyuan Liang, Jingzhi Li, Xiaojun Jia, Xiaochun Cao:
Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization. AAAI 2023: 764-772 - [c182]Yuning Cui, Yi Tao, Zhenshan Bing, Wenqi Ren, Xinwei Gao, Xiaochun Cao, Kai Huang, Alois Knoll:
Selective Frequency Network for Image Restoration. ICLR 2023 - [c181]Yuning Cui, Wenqi Ren, Sining Yang, Xiaochun Cao, Alois Knoll:
IRNeXt: Rethinking Convolutional Network Design for Image Restoration. ICML 2023: 6545-6564 - [c180]Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao:
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity. IJCAI 2023: 3550-3558 - [c179]Bing Han, Jianshu Li, Wenqi Ren, Man Luo, Jian Liu, Xiaochun Cao:
SIGMA-DF: Single-Side Guided Meta-Learning for Deepfake Detection. ICMR 2023: 153-161 - [c178]Liang Yang, Qiuliang Zhang, Runjie Shi, Wenmiao Zhou, Bingxin Niu, Chuan Wang, Xiaochun Cao, Dongxiao He, Zhen Wang, Yuanfang Guo:
Graph Neural Networks without Propagation. WWW 2023: 469-477 - [i80]Shuren Qi, Yushu Zhang, Chao Wang, Tao Xiang, Xiaochun Cao, Yong Xiang:
Representing Noisy Image Without Denoising. CoRR abs/2301.07409 (2023) - [i79]Ruoyu Zhao, Yushu Zhang, Tao Wang, Wenying Wen, Yong Xiang, Xiaochun Cao:
Visual Content Privacy Protection: A Survey. CoRR abs/2303.16552 (2023) - [i78]Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
Improving Fast Adversarial Training with Prior-Guided Knowledge. CoRR abs/2304.00202 (2023) - [i77]Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao:
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity. CoRR abs/2305.04225 (2023) - [i76]Wenyuan Yang, Yuguo Yin, Gongxi Zhu, Hanlin Gu, Lixin Fan, Xiaochun Cao, Qiang Yang:
FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof. CoRR abs/2305.04507 (2023) - [i75]Wenyuan Yang, Gongxi Zhu, Yuguo Yin, Hanlin Gu, Lixin Fan, Qiang Yang, Xiaochun Cao:
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature. CoRR abs/2305.06085 (2023) - [i74]Junpei Liao, Zhikai Chen, Liang Yi, Wenyuan Yang, Baoyuan Wu, Xiaochun Cao:
Inter-frame Accelerate Attack against Video Interpolation Models. CoRR abs/2305.06540 (2023) - [i73]Chao Wang, Shuren Qi, Zhiqiu Huang, Yushu Zhang, Xiaochun Cao:
Towards an Accurate and Secure Detector against Adversarial Perturbations. CoRR abs/2305.10856 (2023) - [i72]Jingfan Tan, Xiaoxu Chen, Tao Wang, Kaihao Zhang, Wenhan Luo, Xiaochun Cao:
Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer. CoRR abs/2308.10196 (2023) - [i71]Xiaojun Jia, Yuefeng Chen, Xiaofeng Mao, Ranjie Duan, Jindong Gu, Rong Zhang, Hui Xue, Xiaochun Cao:
Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging. CoRR abs/2308.11443 (2023) - [i70]Sanyi Zhang, Xiaochun Cao, Rui Wang, Guo-Jun Qi, Jie Zhou:
Exploring the Robustness of Human Parsers Towards Common Corruptions. CoRR abs/2309.00938 (2023) - 2022
- [j139]Yuchen Jiang, Pengwen Dai, Pengcheng Fang, Ray Y. Zhong, Xiaoli Zhao, Xiaochun Cao:
A2-LSTM for predictive maintenance of industrial equipment based on machine learning. Comput. Ind. Eng. 172(Part): 108560 (2022) - [j138]Xiaoting Wu, Xiaoyi Feng, Xiaochun Cao, Xin Xu, Dewen Hu, Miguel Bordallo López, Li Liu:
Facial Kinship Verification: A Comprehensive Review and Outlook. Int. J. Comput. Vis. 130(6): 1494-1525 (2022) - [j137]Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang:
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3154-3169 (2022) - [j136]Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang:
Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 3974-3987 (2022) - [j135]Ke Ma, Qianqian Xu, Jinshan Zeng, Xiaochun Cao, Qingming Huang:
Poisoning Attack Against Estimating From Pairwise Comparisons. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6393-6408 (2022) - [j134]Zhiyong Yang, Qianqian Xu, Shilong Bao, Xiaochun Cao, Qingming Huang:
Learning With Multiclass AUC: Theory and Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7747-7763 (2022) - [j133]Xiaobin Hu, Wenqi Ren, Jiaolong Yang, Xiaochun Cao, David Wipf, Bjoern H. Menze, Xin Tong, Hongbin Zha:
Face Restoration via Plug-and-Play 3D Facial Priors. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 8910-8926 (2022) - [j132]Liang Yang, Yuanfang Guo, Junhua Gu, Di Jin, Bo Yang, Xiaochun Cao:
Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model. IEEE Trans. Cybern. 52(4): 2123-2136 (2022) - [j131]Jingang Zhang, Wenqi Ren, Shengdong Zhang, He Zhang, Yunfeng Nie, Zhe Xue, Xiaochun Cao:
Hierarchical Density-Aware Dehazing Network. IEEE Trans. Cybern. 52(10): 11187-11199 (2022) - [j130]Yuchen Jiang, Pengwen Dai, Pengcheng Fang, Ray Y. Zhong, Xiaochun Cao:
Electrical-STGCN: An Electrical Spatio-Temporal Graph Convolutional Network for Intelligent Predictive Maintenance. IEEE Trans. Ind. Informatics 18(12): 8509-8518 (2022) - [j129]Weilei Wen, Wenqi Ren, Yinghuan Shi, Yunfeng Nie, Jingang Zhang, Xiaochun Cao:
Video Super-Resolution via a Spatio-Temporal Alignment Network. IEEE Trans. Image Process. 31: 1761-1773 (2022) - [j128]Pengwen Dai, Siyuan Yao, Zekun Li, Sanyi Zhang, Xiaochun Cao:
ACE: Anchor-Free Corner Evolution for Real-Time Arbitrarily-Oriented Object Detection. IEEE Trans. Image Process. 31: 4076-4089 (2022) - [j127]Xiaojun Jia, Yong Zhang, Baoyuan Wu, Jue Wang, Xiaochun Cao:
Boosting Fast Adversarial Training With Learnable Adversarial Initialization. IEEE Trans. Image Process. 31: 4417-4430 (2022) - [j126]Jun Luo, Wenqi Ren, Tao Wang, Chongyi Li, Xiaochun Cao:
Under-Display Camera Image Enhancement via Cascaded Curve Estimation. IEEE Trans. Image Process. 31: 4856-4868 (2022) - [j125]Sanyi Zhang, Xiaochun Cao, Guo-Jun Qi, Zhanjie Song, Jie Zhou:
AIParsing: Anchor-Free Instance-Level Human Parsing. IEEE Trans. Image Process. 31: 5599-5612 (2022) - [j124]Hong Mo, Wenqi Ren, Xiong Zhang, Feihu Yan, Zhong Zhou, Xiaochun Cao, Wei Wu:
Attention-Guided Collaborative Counting. IEEE Trans. Image Process. 31: 6306-6319 (2022) - [j123]Runmin Cong, Qinwei Lin, Chen Zhang, Chongyi Li, Xiaochun Cao, Qingming Huang, Yao Zhao:
CIR-Net: Cross-Modality Interaction and Refinement for RGB-D Salient Object Detection. IEEE Trans. Image Process. 31: 6800-6815 (2022) - [j122]Pengwen Dai, Yang Li, Hua Zhang, Jingzhi Li, Xiaochun Cao:
Accurate Scene Text Detection Via Scale-Aware Data Augmentation and Shape Similarity Constraint. IEEE Trans. Multim. 24: 1883-1895 (2022) - [j121]Shirui Luo, Xiaochun Cao:
Multiview Subspace Dual Clustering. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7425-7437 (2022) - [c177]Yiming Li, Linghui Zhu, Xiaojun Jia, Yong Jiang, Shu-Tao Xia, Xiaochun Cao:
Defending against Model Stealing via Verifying Embedded External Features. AAAI 2022: 1464-1472 - [c176]Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao:
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing. AAAI 2022: 4327-4336 - [c175]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Geometry Interaction Knowledge Graph Embeddings. AAAI 2022: 5521-5529 - [c174]Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
LAS-AT: Adversarial Training with Learnable Attack Strategy. CVPR 2022: 13388-13398 - [c173]Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao:
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal. ECCV (14) 2022: 1-17 - [c172]Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
Prior-Guided Adversarial Initialization for Fast Adversarial Training. ECCV (4) 2022: 567-584 - [c171]Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao:
A Large-Scale Multiple-objective Method for Black-box Attack Against Object Detection. ECCV (4) 2022: 619-636 - [c170]Xuezhi Tong, Rui Wang, Chuan Wang, Sanyi Zhang, Xiaochun Cao:
PMP-NET: Rethinking Visual Context for Scene Graph Generation. ICASSP 2022: 1940-1944 - [c169]Junyu Chen, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
A Unified Framework against Topology and Class Imbalance. ACM Multimedia 2022: 180-188 - [c168]Junyu Chen, Qianqian Xu, Zhiyong Yang, Ke Ma, Xiaochun Cao, Qingming Huang:
Recurrent Meta-Learning against Generalized Cold-start Problem in CTR Prediction. ACM Multimedia 2022: 2636-2644 - [c167]Zitai Wang, Qianqian Xu, Ke Ma, Xiaochun Cao, Qingming Huang:
Confederated Learning: Going Beyond Centralization. ACM Multimedia 2022: 2939-2947 - [c166]Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao:
Difference Residual Graph Neural Networks. ACM Multimedia 2022: 3356-3364 - [c165]Siyuan Liang, Aishan Liu, Jiawei Liang, Longkang Li, Yang Bai, Xiaochun Cao:
Imitated Detectors: Stealing Knowledge of Black-box Object Detectors. ACM Multimedia 2022: 4839-4847 - [c164]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. NeurIPS 2022 - [c163]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport. NeurIPS 2022 - [c162]Shangquan Sun, Wenqi Ren, Tao Wang, Xiaochun Cao:
Rethinking Image Restoration for Object Detection. NeurIPS 2022 - [c161]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. NeurIPS 2022 - [c160]Liang Yang, Lina Kang, Qiuliang Zhang, Mengzhe Li, Bingxin Niu, Dongxiao He, Zhen Wang, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
OPEN: Orthogonal Propagation with Ego-Network Modeling. NeurIPS 2022 - [c159]Liang Yang, Wenmiao Zhou, Weihang Peng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Dongxiao He:
Graph Neural Networks Beyond Compromise Between Attribute and Topology. WWW 2022: 1127-1135 - [i69]Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao:
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection. CoRR abs/2201.08970 (2022) - [i68]Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Principled Design of Image Representation: Towards Forensic Tasks. CoRR abs/2203.00913 (2022) - [i67]Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
LAS-AT: Adversarial Training with Learnable Attack Strategy. CoRR abs/2203.06616 (2022) - [i66]Yushu Zhang, Nuo Chen, Shuren Qi, Mingfu Xue, Xiaochun Cao:
Detecting Recolored Image by Spatial Correlation. CoRR abs/2204.10973 (2022) - [i65]Zechen Liang, Yuan-Gen Wang, Wei Lu, Xiaochun Cao:
ADT-SSL: Adaptive Dual-Threshold for Semi-Supervised Learning. CoRR abs/2205.10571 (2022) - [i64]Xiao Dong, Xunlin Zhan, Yunchao Wei, Xiaoyong Wei, Yaowei Wang, Minlong Lu, Xiaochun Cao, Xiaodan Liang:
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval. CoRR abs/2206.08842 (2022) - [i63]Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling. CoRR abs/2206.11549 (2022) - [i62]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Two-way Partial AUC with an End-to-end Framework. CoRR abs/2206.11655 (2022) - [i61]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Geometry Interaction Knowledge Graph Embeddings. CoRR abs/2206.12418 (2022) - [i60]Sanyi Zhang, Xiaochun Cao, Guo-Jun Qi, Zhanjie Song, Jie Zhou:
AIParsing: Anchor-free Instance-level Human Parsing. CoRR abs/2207.06854 (2022) - [i59]Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao:
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal. CoRR abs/2207.08178 (2022) - [i58]Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
Prior-Guided Adversarial Initialization for Fast Adversarial Training. CoRR abs/2207.08859 (2022) - [i57]Yiming Li, Linghui Zhu, Xiaojun Jia, Yang Bai, Yong Jiang, Shu-Tao Xia, Xiaochun Cao:
MOVE: Effective and Harmless Ownership Verification via Embedded External Features. CoRR abs/2208.02820 (2022) - [i56]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Partial Area Under the Top-k Curve: Theory and Practice. CoRR abs/2209.01398 (2022) - [i55]Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang:
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game. CoRR abs/2209.05742 (2022) - [i54]Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao:
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection. CoRR abs/2209.07790 (2022) - [i53]Yushu Zhang, Jiahao Zhu, Mingfu Xue, Xinpeng Zhang, Xiaochun Cao:
Adaptive 3D Mesh Steganography Based on Feature-Preserving Distortion. CoRR abs/2209.08884 (2022) - [i52]Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao:
Rethinking Data Augmentation in Knowledge Distillation for Object Detection. CoRR abs/2209.09841 (2022) - [i51]Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
MaxMatch: Semi-Supervised Learning with Worst-Case Consistency. CoRR abs/2209.12611 (2022) - [i50]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. CoRR abs/2209.15292 (2022) - [i49]Runmin Cong, Qinwei Lin, Chen Zhang, Chongyi Li, Xiaochun Cao, Qingming Huang, Yao Zhao:
CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection. CoRR abs/2210.02843 (2022) - [i48]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. CoRR abs/2210.13458 (2022) - [i47]Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu:
Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning. CoRR abs/2210.17178 (2022) - [i46]Tao Wang, Kaihao Zhang, Xuanxi Chen, Wenhan Luo, Jiankang Deng, Tong Lu, Xiaochun Cao, Wei Liu, Hongdong Li, Stefanos Zafeiriou:
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal. CoRR abs/2211.02831 (2022) - 2021
- [j120]Siyuan Li, Wenqi Ren, Feng Wang, Iago Breno Araujo, Eric K. Tokuda, Roberto Hirata Junior, Roberto M. Cesar Jr., Zhangyang Wang, Xiaochun Cao:
A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives. Int. J. Comput. Vis. 129(4): 1301-1322 (2021) - [j119]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
Evaluating Visual Properties via Robust HodgeRank. Int. J. Comput. Vis. 129(5): 1732-1753 (2021) - [j118]Xiaoting Fan, Jianjun Lei, Jie Liang, Yuming Fang, Xiaochun Cao, Nam Ling:
Unsupervised stereoscopic image retargeting via view synthesis and stereo cycle consistency losses. Neurocomputing 447: 161-171 (2021) - [j117]Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul W. Fieguth, Xiaochun Cao, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi:
A review of uncertainty quantification in deep learning: Techniques, applications and challenges. Inf. Fusion 76: 243-297 (2021) - [j116]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4094-4110 (2021) - [j115]Jiahao Zhu, Yushu Zhang, Xinpeng Zhang, Xiaochun Cao:
Gaussian Model for 3D Mesh Steganography. IEEE Signal Process. Lett. 28: 1729-1733 (2021) - [j114]Bing Han, Xiaoguang Han, Hua Zhang, Jingzhi Li, Xiaochun Cao:
Fighting Fake News: Two Stream Network for Deepfake Detection via Learnable SRM. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 320-331 (2021) - [j113]Sanyi Zhang, Guo-Jun Qi, Xiaochun Cao, Zhanjie Song, Jie Zhou:
Human Parsing With Pyramidical Gather-Excite Context. IEEE Trans. Circuits Syst. Video Technol. 31(3): 1016-1030 (2021) - [j112]Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong:
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Image Process. 30: 1305-1317 (2021) - [j111]Pengwen Dai, Hua Zhang, Xiaochun Cao:
SLOAN: Scale-Adaptive Orientation Attention Network for Scene Text Recognition. IEEE Trans. Image Process. 30: 1687-1701 (2021) - [j110]Siyuan Yao, Hua Zhang, Wenqi Ren, Chao Ma, Xiaoguang Han, Xiaochun Cao:
Robust Online Tracking via Contrastive Spatio-Temporal Aware Network. IEEE Trans. Image Process. 30: 1989-2002 (2021) - [j109]Siyuan Yao, Xiaoguang Han, Hua Zhang, Xiao Wang, Xiaochun Cao:
Learning Deep Lucas-Kanade Siamese Network for Visual Tracking. IEEE Trans. Image Process. 30: 4814-4827 (2021) - [j108]Yanyang Yan, Wenqi Ren, Xiaobin Hu, Kun Li, Haifeng Shen, Xiaochun Cao:
SRGAT: Single Image Super-Resolution With Graph Attention Network. IEEE Trans. Image Process. 30: 4905-4918 (2021) - [j107]Weike Jin, Zhou Zhao, Xiaochun Cao, Jieming Zhu, Xiuqiang He, Yueting Zhuang:
Adaptive Spatio-Temporal Graph Enhanced Vision-Language Representation for Video QA. IEEE Trans. Image Process. 30: 5477-5489 (2021) - [j106]