面向图像语义理解的对抗机器学习理论与方法

61876130
2018
F0604.机器感知与机器视觉
韩亚洪
面上项目
教授
天津大学
64万元
图像表示;图像特征学习;图像分类
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 Connective Cognition Network for Directional Visual Commonsense Reasoning 会议论文 Aming Wu;Linchao Zhu;Yahong Han;Yi Yang
2 Free Adversarial Training with Layerwise Heuristic Learning 会议论文 Haitao Zhang;Yucheng Shi;Benyu Dong;Yahong Han;Yuanzhang Li;Xiaohui Kuang
3 中国图象图形学学会2021年度优秀博士学位论文奖 奖励 武阿明（本人指导博士生）;韩亚洪（指导教师）
4 Vector-Decomposed Disentanglement for Domain-Invariant Object Detection 会议论文 Aming Wu;Rui Liu;Yahong Han;Linchao Zhu;Yang Yang
5 Query-efficient Black-box Adversarial Attack with Customized Iteration and Sampling 期刊论文 Yucheng Shi;Yahong Han;Qinghua Hu;Yi Yang;Qi Tian
6 一种基于训练集数据的对抗攻击方法 专利 韩亚洪;安健侨;石育澄;贾凡
7 一种基于噪声压缩的可迁移的非黑盒攻击对抗方法 专利 韩亚洪;王思宇
8 Logic Rule Guided Attribution with Dynamic Ablation 会议论文 Jianqiao An;Yuandu Lai;Yahong Han
9 Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal 会议论文 Yucheng Shi;Yahong Han;Yu-an Tan;Xiaohui Kuang
10 Adaptive iterative attack towards explainable adversarial robustness 期刊论文 Yucheng Shi;Yahong Han;Quanxin Zhang;Xiaohui Kuang
11 Hierarchical Memory Decoder for Visual Narrating 期刊论文 Aming Wu;Yahong Han;Zhou Zhao;Yi Yang
12 Reasoning with Heterogeneous Graph Alignment for Video Question Answering 会议论文 Pin Jiang;Yahong Han
13 一种基于模型抽取的步长自适应的对抗攻击方法 专利 韩亚洪;石育澄
14 Instance-sequence reasoning for video question answering 期刊论文 Rui Liu;Yahong Han
15 Extract and Merge: Superpixel Segmentation with Regional Attributes 会议论文 Jianqiao An;Yucheng Shi;Yahong Han;Meijun Sun;Qi Tian
16 Video Interactive Captioning with Human Prompts 会议论文 Aming Wu;Yahong Han;Yi Yang
17 Curls & Whey: Boosting Black-Box Adversarial Attacks 会议论文 Yucheng Shi;Siyu Wang;Yahong Han
18 Multi-Speaker Video Dialog with Frame-Level Temporal Localization 会议论文 Qiang Wang;Pin Jiang;Zhiyi Guo;Yahong Han;Zhou Zhao
19 Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings 会议论文 Yuandu Lai;Yahong Han;Yaowei Wang
20 Untargeted Adversarial Attack via Expanding the Semantic Gap 会议论文 Aming Wu;Yahong Han;Quanxin Zhang;Xiaohui Kuang
21 一种基于修正边界攻击的对抗攻击方法 专利 王思宇;石育澄;韩亚洪;刘江
22 一种基于主动降维的高维贝叶斯优化方法 专利 韩亚洪;李润;石育澄
23 Zero Knowledge Adversarial Defense Via Iterative Translation Cycle 会议论文 Fan Jia;Yucheng Shi;Yahong Han
24 Polishing Decision-based Adversarial Noise with a Customized Sampling 会议论文 Yucheng Shi;Yahong Han;Qi Tian
25 Graph-in-Graph Contrastive Learning for Semi-Supervised Adaptation 会议论文 Liang Li;Aming Wu;Yahong Han
26 Adversarial Attack with KD-Tree Searching on Training Set 会议论文 Xinghua Guo;Fan Jia;Jianqiao An;Yahong Han
27 Universal-Prototype Enhancing for Few-Shot Object Detection 会议论文 Aming Wu;Yahong Han;Linchao Zhu;Yi Yang
28 Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement 期刊论文 Aming Wu;Yahong Han;Linchao Zhu;Yi Yang
29 Two-Way Feature-Aligned And Attention-Rectified Adversarial Training 会议论文 Haitao Zhang;Fan Jia;Quanxin Zhang;Yahong Han;Xiaohui Kuang;Yu-an Tan
30 Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation 会议论文 Pin Jiang;Aming Wu;Yahong Han;Yunfeng Shao;Meiyu Qi;Bingshuai Li
31 Convolutional Reconstruction-to-Sequence for Video Captioning 期刊论文 Aming Wu;Yahong Han;Yi Yang;Qinghua Hu;Fei Wu
32 Visual commonsense reasoning with directional visual connections 期刊论文 Yahong Han;Aming Wu;Linchao Zhu;Yi Yang
33 Exploring uncertainty in regression neural networks for construction of prediction intervals 期刊论文 Yuandu Lai;Yucheng Shi;Yahong Han;Yunfeng Shao;Meiyu Qi;Bingshuai Li
34 Curiosity-Driven Salient Object Detection with Fragment Attention 期刊论文 Zheng Wang;Pengzhi Wang;Yahong Han;Xue Zhang;Meijun Sun;Qi Tian
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