利用对抗学习的分类器设计理论及应用研究

61876155
2018
F0605.模式识别与数据挖掘
黄开竹
面上项目
教授
昆山杜克大学
62万元
鲁棒学习;分类器;对抗样本;模式识别认知机理;不确定性
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Adversarial Rectification Network for Scene Text Regularization 会议论文 Jing Li;Qiu-Feng Wang;Rui Zhang;Kaizhu Huang
2 Pointgs: Bridging and Fusing Geometric and Semantic Space for 3d Point Cloud Analysis 期刊论文 Chenru Jiang;Kaizhu Huang;Junwei Wu;Xinheng Wang;Jimin Xiao;Amir Hussain
3 Manifold adversarial training for supervised and semi-supervised learning 期刊论文 Shufei Zhang;Kaizhu Huang;Jianke Zhu;Yang Liu
4 Generative adversarial networks with decoder–encoder output noises 期刊论文 Guoqiang Zhong;Wei Gao;Yongbin Liu;Youzhao Yang;Da-Han Wang;Kaizhu Huang
5 Scaffold-A549: A Benchmark 3D Fluorescence Image Dataset for Unsupervised Nuclei Segmentation 期刊论文 Kai Yao;Kaizhu Huang;Jie Sun;Linzhi Jing;Dejian Huang;Curran Jude
6 Novel deep neural network based pattern field classification architectures 期刊论文 Kaizhu Huang;Shufei Zhang;Rui Zhang;Amir Hussain
7 Segmentation mask guided end-to-end person search 期刊论文 Dingyuan Zheng;Jimin Xiao;Kaizhu Huang;Yao Zhao
8 Explainable Tensorized Neural Ordinary Differential Equations for Arbitrary-step Time Series Prediction 期刊论文 Penglei Gao;Xi Yang;Kaizhu Huang;Rui Zhang;John Yannis Goulermas
9 IAN: The Individual Aggregation Network for Person Search 期刊论文 Jimin Xiao;Yanchun Xie;Tammam Tillo;Kaizhu Huang;Yunchao Wei;Jiashi Feng
10 Towards Faster Training Algorithms Exploiting Bandit Sampling From Convex to Strongly Convex Conditions 期刊论文 Yangfan Zhou;Kaizhu Huang;Cheng Cheng;Xuguang Wang;Amir Hussain;Xin Liu
11 Stochastic Conjugate Gradient Algorithm With Variance Reduction 期刊论文 Xiao-Bo Jin;Xu-Yao Zhang;Kaizhu Huang;Guanggang Geng
12 Re-thinking model robustness from stability: a new insight to defend adversarial examples 期刊论文 Shufei Zhang;Kaizhu Huang;Zenglin Xu
13 A comprehensive survey of zero-shot image classification: methods, implementation, and fair evaluation 期刊论文 Guanyu Yang;Zihan Ye;Rui Zhang;Kaizhu Huang
14 Sparse Matrix Factorization with Norm for Matrix Completion 期刊论文 Xiaobo Jin;Jianyu Miao;Qiufeng Wang;Guanggang Geng;Kaizhu Huang
15 Learning Disentangled Graph Convolutional Networks Locally and Globally 期刊论文 Jingwei Guo;Kaizhu Huang;Xinping Yi;Rui Zhang
16 A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation 期刊论文 Kai Yao;Zixian Su;Kaizhu Huang;Xi Yang;Jie Sun;Amir Hussain;Frans Coenen
17 Sketch Based Image Retrieval for Architecture Images with Siamese Swin Transformer 会议论文 Yuxin Xu;Yuyao Yan;Yiming Lin;Xi Yang;Kaizhu Huang
18 Automated Social Text Annotation With Joint Multilabel Attention Networks 期刊论文 Hang Dong;Wei Wang;Kaizhu Huang;Frans Coenen
19 Coarse-grained generalized zero-shot learning with efficient self-focus mechanism 期刊论文 Guanyu Yang;Kaizhu Huang;Rui Zhang;John Y. Goulermas;Amir Hussain
20 Unsupervised domain adaptation in homogeneous distance space for person re-identification 期刊论文 Dingyuan Zheng;Jimin Xiao;Yunchao Wei;Qiufeng Wang;Kaizhu Huang;Yao Zhao
21 Towards Simple and Accurate Human Pose Estimation With Stair Network 期刊论文 Chenru Jiang;Kaizhu Huang;Shufei Zhang;Xinheng Wang;Jimin Xiao;Zhenxing Niu;Amir Hussain
22 Zero-shot Text Classification via Knowledge Graph Embedding for Social Media Data 期刊论文 Qi Chen;Wei Wang;Kaizhu Huang;Frans Coenen
23 Generative adversarial classifier for handwriting characters super-resolution 期刊论文 Zhuang Qian;Kaizhu Huang;Qiu-Feng Wang;Jimin Xiao;Rui Zhang
24 Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach 会议论文 Bingfeng Zhang;Jimin Xiao;Yunchao Wei;Mingjie Sun;Kaizhu Huang
25 Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation 会议论文 Zhiqiang Gao;Shufei Zhang;Kaizhu Huang;Qiu-Feng Wang;Chaoliang Zhong
26 Joint Multi-Label Attention Networks for Social Text Annotation 会议论文 Hang Dong;Wei Wang;Kaizhu Huang;Frans Coenen
27 Towards Better Forecasting by Fusing Near and Distant Future Visions 会议论文 Jiezhu Cheng;Kaizhu Huang;Zibin Zheng
28 Pay Attention Selectively and Comprehensively 会议论文 Chenru Jiang;Kaizhu Huang;Shufei Zhang;Xinheng Wang;Jimin Xiao
29 Inductive Generalized Zero-Shot Learning with Adversarial Relation Network 会议论文 Guanyu Yang;Kaizhu Huang;Rui Zhang;John Yannis Goulermas;Amir Hussain
30 Certifying Better Robust Generalization for Unsupervised Domain Adaptation 会议论文 Zhiqiang Gao;Shufei Zhang;Kaizhu Huang;Qiufeng Wang;Rui Zhang;Chaoliang Zhong
31 Feature Representation Matters: End-to-End Learning for Reference-Based Image Super-Resolution 会议论文 Yanchun Xie;Jimin Xiao;Mingjie Sun;Chao Yao;Kaizhu Huang
32 Outpainting by queries 会议论文 Kai Yao;Penglei Gao;Xi Yang;Jie Sun;Rui Zhang;Kaizhu Huang
33 State Primitive Learning to Overcome Catastrophic Forgetting in Robotics 期刊论文 Fangzhou Xiong;Zhiyong Liu;Kaizhu Huang;Xu Yang;Hong Qiao
34 Disentangling Semantic-to-visual Confusion for Zero-shot Learning 期刊论文 Zihan Ye;Fuyuan Hu;Fan Lyu;Linyan Li;Kaizhu Huang
35 Cross-Modality Interactive Attention Network for Multispectral Pedestrian Detection 期刊论文 Lu Zhang;Zhiyong Liu;Shifeng Zhang;Xu Yang;Hong Qiao;Kaizhu Huang;Amir Hussain
36 Knowledge Base Enrichment by Relation Learning from Social Tagging Data 期刊论文 Hang Dong;Wei Wang;Frans Coenen;Kaizhu Huang
37 A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies 期刊论文 Zhuang Qian;Kaizhu Huang;Qiu-Feng Wang;Xu-Yao Zhang
38 End-to-end weakly supervised semantic segmentation with reliable region mining 期刊论文 Bingfeng Zhang;Jimin Xiao;Yunchao Wei;Kaizhu Huang;Shan Luo;Yao Zhao
39 Improving generative adversarial networks with simple latent distributions 期刊论文 Shufei Zhang;Kaizhu Huang;Zhuang Qian;Rui Zhang;Amir Hussain
40 FastAdaBelief: Improving Convergence Rate for Belief-Based Adaptive Optimizers by Exploiting Strong Convexity 期刊论文 Yangfan Zhou;Kaizhu Huang;Cheng Cheng;Xuguang Wang;Amir Hussain;Xin Liu
41 Novel Artificial Immune Networks-based optimization of shallow machine learning (ML) classifiers 期刊论文 Summrina Kanwal;Amir Hussain;Kaizhu Huang
42 Encoding primitives generation policy learning for robotic arm to overcome catastrophic forgetting in sequential multi-tasks learning 期刊论文 Xiong Fangzhou;Liu Zhiyong;Huang Kaizhu;Yang Xu;Qiao Hong;Hussain Amir
43 Exploiting Attention-Consistency Loss For Spatial-Temporal Stream Action Recognition 期刊论文 Haotian Xu;Xiao-Bo Jin;Qiu-Feng Wang;Amir Hussain;Kaizhu Huang
44 Self-focus Deep Embedding Model for Coarse-Grained Zero-Shot Classification 会议论文 Guanyu Yang;Kaizhu Huang;Rui Zhang;John Y. Goulermas;Amir Hussain
45 Towards Better Robust Generalization with Shift Consistency Regularization 会议论文 Shufei Zhang;Zhuang Qian;Kaizhu Huang;Qiu-Feng Wang;Rui Zhang;Xinping Yi
46 Multi-modal generative adversarial networks for traffic event detection in smart cities 期刊论文 Qi Chen;Wei Wang;Kaizhu Huang;Suparna De;Frans Coenen
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