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Learning invariances via correlation and marginal alignments for out-of-distribution generalization 期刊论文
NEUROCOMPUTING, 2026, 卷号: 674, 页码: 11
作者:  Guo, Zong;  Ma, Bingpeng
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Out-of-distribution generalization  Spurious correlation  Invariant risk minimization  Correlation alignment  Marginal distribution alignment  
Camera-Invariant Meta-Learning Network for Single-Camera-Training Person Reidentification 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 12, 页码: 22381-22392
作者:  Pei, Jiangbo;  Jiang, Zhuqing;  Men, Aidong;  Wang, Haiying;  Luo, Haiyong;  Wen, Shiping
收藏  |  浏览/下载：20/0  |  提交时间：2025/12/03
Cameras  Training  Metalearning  Annotations  Feature extraction  Data models  Identification of persons  Costs  Data mining  Measurement  Camera-invariant features  meta-learning  person reidentification (re-ID)  single-camera-training (SCT)  
Gradient-aware domain-invariant learning for domain generalization 期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 1, 页码: 15
作者:  Hou, Feng;  Zhang, Yao;  Liu, Yang;  Yuan, Jin;  Zhong, Cheng;  Zhang, Yang;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang
收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25
Domain shift  Domain generalization  Domain-invariant parameters  Sparse  
Generalizable Remote Physiological Measurement via Semantic-Sheltered Alignment and Plausible Style Randomization 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74, 页码: 14
作者:  Wang, Jiyao;  Lu, Hao;  Han, Hu;  Chen, Yingcong;  He, Dengbo;  Wu, Kaishun
收藏  |  浏览/下载：31/0  |  提交时间：2025/06/25
Domain generalization (DG)  heart rate (HR) estimation  invariant risk minimization (IRM)  plausible style generation  remote photoplethysmography (rPPG)  Domain generalization (DG)  heart rate (HR) estimation  invariant risk minimization (IRM)  plausible style generation  remote photoplethysmography (rPPG)  
OTRec: Cross-Modal Learning for Multimodal Recommendation via Optimal Transport 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 8603-8617
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Semantics  Recommender systems  Contrastive learning  Electronic mail  Lattices  Data models  Data mining  Artificial intelligence  Accuracy  Visualization  Multimodal recommendation  optimal transport  modal-invariant  modal-specific  
IDEA: Invariant defense for graph adversarial robustness 期刊论文
INFORMATION SCIENCES, 2024, 卷号: 680, 页码: 18
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Xu, Bingbing;  Cheng, Xueqi
收藏  |  浏览/下载：51/0  |  提交时间：2024/12/06
Invariant defense  Adversarial robustness  Causal feature  Graph neural networks  
Age-Invariant Face Recognition by Multi-Feature Fusion and Decomposition with Self-attention 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 1, 页码: 18
作者:  Yan, Chenggang;  Meng, Lixuan;  Li, Liang;  Zhang, Jiehua;  Wang, Zhan;  Yin, Jian;  Zhang, Jiyong;  Sun, Yaoqi;  Zheng, Bolun
收藏  |  浏览/下载：89/0  |  提交时间：2022/12/07
Age-invariant face recognition  feature fusion  feature decomposition  self-attention  
Gradient-Aligned convolution neural network 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 122, 页码: 10
作者:  Hao, You;  Hu, Ping;  Li, Shirui;  Udupa, Jayaram K.;  Tong, Yubing;  Li, Hua
收藏  |  浏览/下载：124/0  |  提交时间：2021/12/01
Gradient alignment  Rotation equivariant convolution  Rotation invariant neural network  
Attention-guided transformation-invariant attack for black-box adversarial examples 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 24
作者:  Zhu, Jiaqi;  Dai, Feng;  Yu, Lingyun;  Xie, Hongtao;  Wang, Lidong;  Wu, Bo;  Zhang, Yongdong
收藏  |  浏览/下载：74/0  |  提交时间：2022/12/07
adversarial examples  attention  media convergence  security  transformation-invariant  
Deformable face net for pose invariant face recognition 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 100, 页码: 11
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Kan, Meina;  Chen, Xilin
收藏  |  浏览/下载：117/0  |  提交时间：2020/12/10
Pose-invariant face recognition  Displacement consistency loss  Pose-triplet loss