中国科学院计算技术研究所机构知识库

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	Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11929-11945 作者:  Xiang, Xiang;  Ma, Jing;  Wu, Dongrui;  Zeng, Zhigang;  Chen, Xilin 收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25 Data models  Adaptation models  Cloud computing  Training  Predictive models  Image edge detection  Generators  Computational modeling  Servers  Model compression  Cloud-to-edge model compression  knowledge distillation  generative adversarial network  test-time adaptation
	Stable Attribute Group Editing for Reliable Few-Shot Image Generation 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 12, 页码: 12719-12733 作者:  Ding, Guanqi;  Han, Xinzhe;  Wang, Shuhui;  Jin, Xin;  Huang, Qingming 收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25 Image synthesis  Training  Diffusion models  Dictionaries  Generators  Data models  Codes  Visualization  Reliability  Analytical models  Few-shot image generation  generative adversarial network  image editing
	PIT: A Plug-and-Play Image Translator for Making Off-the-Shelf Models Adapt to Corruptions 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11644-11661 作者:  Li, Yinqi;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25 Adaptation models  Image recognition  Computational modeling  Translation  Training  Data models  Image restoration  Data augmentation  Head  Flowering plants  Corrupted image recognition  image-to-image translation  generative adversarial network
	AUCPro: AUC-Oriented Provable Robustness Learning 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 4579-4596 作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：20/0  |  提交时间：2025/12/03 Robustness  Training  Perturbation methods  Machine learning  Heavily-tailed distribution  Smoothing methods  Gaussian noise  Data mining  Standards  Protocols  AUC-oriented learning  adversarial robustness  machine learning
	FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers 期刊论文 IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 4580-4590 作者:  Yuan, Zheng;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：27/0  |  提交时间：2025/12/03 Training  Computational modeling  Robustness  Adaptation models  Computer vision  Transformers  Visualization  Natural language processing  Image classification  Head  Adversarial training  parameter-efficient  pretrained model
	Enhancing the Robustness of Vision-Language Foundation Models by Alignment Perturbation 期刊论文 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 7091-7105 作者:  Zhang, Cong;  Wang, Shuhui;  Li, Xiaodan;  Zhu, Yao;  Qi, Honggang;  Huang, Qingming 收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03 Multimedia forensics  adversarial perturbation  robust training  robust training  vision-language models  vision-language models  vision-language models
	A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking 期刊论文 INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 23 作者:  Liu, Chang;  Dong, Yinpeng;  Xiang, Wenzhao;  Yang, Xiao;  Su, Hang;  Zhu, Jun;  Chen, Yuefeng;  He, Yuan;  Xue, Hui;  Zheng, Shibao 收藏  |  浏览/下载：59/0  |  提交时间：2024/12/06 Robustness benchmark  Distribution shift  Pre-training  Adversarial training  Image classification
	Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 12 作者:  Li, Liang;  Lu, Tongyu;  Sun, Yaoqi;  Gao, Yuhan;  Yan, Chenggang;  Hu, Zhenghui;  Huang, Qingming 收藏  |  浏览/下载：65/0  |  提交时间：2024/12/06 Uncertainty  Feature extraction  Semantics  Task analysis  Training  Adversarial machine learning  Symbols  Domain shifting  progressive decision boundary  self-learning  unsupervised domain adaptation (UDA)
	Adaptive Perturbation for Adversarial Attack 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 8, 页码: 5663-5676 作者:  Yuan, Zheng;  Zhang, Jie;  Jiang, Zhaoyan;  Li, Liangliang;  Shan, Shiguang 收藏  |  浏览/下载：59/0  |  提交时间：2024/12/06 Perturbation methods  Iterative methods  Adaptation models  Generators  Closed box  Security  Training  Adversarial attack  transfer-based attack  adversarial example  adaptive perturbation
	Research on Aspect-Level Sentiment Analysis Based on Adversarial Training and Dependency Parsing 期刊论文 ELECTRONICS, 2024, 卷号: 13, 期号: 10, 页码: 16 作者:  Xu, Erfeng;  Zhu, Junwu;  Zhang, Luchen;  Wang, Yi;  Lin, Wei 收藏  |  浏览/下载：58/0  |  提交时间：2024/12/06 multi head attention mechanism  dependency syntactic relationships  adjacency matrix  adversarial training