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Cell-GraphCompass: modeling single cells with graph structure foundation model 期刊论文
NATIONAL SCIENCE REVIEW, 2025, 卷号: 12, 期号: 10, 页码: 14
作者:  Fang, Chen;  Cui, Wentao;  Hu, Zhilong;  Liu, Wenhao;  Chen, Shubai;  Chang, Shaole;  Long, Qingqing;  Li, Cong;  Liu, Yana;  Jiang, Haiping;  Wang, Pengfei;  Pan, Jia;  Hu, Guoping;  Liu, Guole;  Meng, Zhen;  Zhou, Yuanchun;  Chen, Linghui;  Feng, Guihai;  Li, Xin
收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03
single-cell  transcriptomics  foundation model  pre-training  graph neural network  knowledge embedding  
LogOW: A semi-supervised log anomaly detection model in open-world setting 期刊论文
JOURNAL OF SYSTEMS AND SOFTWARE, 2025, 卷号: 222, 页码: 13
作者:  Ye, Jingwei;  Liu, Chunbo;  Gu, Zhaojun;  Zhang, Zhikai;  Meng, Xuying;  Zhang, Weiyao;  Zhang, Yujun
收藏  |  浏览/下载：11/0  |  提交时间：2025/06/25
Semi-supervised  Log anomaly detection  Open-world  Uncertainty estimation  Incremental pre-training  Cold-start  
BitNet: 1-bit Pre-training for Large Language Models 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2025, 卷号: 26, 页码: 29
作者:  Wang, Hongyu;  Ma, Shuming;  Ma, Lingxiao;  Wang, Lei;  Wang, Wenhui;  Dong, Li;  Huang, Shaohan;  Wang, Huaijie;  Xue, Jilong;  Wang, Ruiping;  Wu, Yi;  Wei, Furu
收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03
Natural Language Processing  Large Language Models  1-bit Pre-training  Efficiency  Model Architecture  
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：28/0  |  提交时间：2024/12/06
Robustness benchmark  Distribution shift  Pre-training  Adversarial training  Image classification  
A2Pt : Anti-Associative Prompt Tuning for Open Set Visual Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 8419-8431
作者:  Ren, Hairui;  Tang, Fan;  Pan, Xingjia;  Cao, Juan;  Dong, Weiming;  Lin, Zhiwen;  Yan, Ke;  Xu, Changsheng
收藏  |  浏览/下载：35/0  |  提交时间：2024/12/06
Tuning  Neck  Task analysis  Image recognition  Calibration  Visualization  Training  Multi-modality Pre-trained models (PTMs)  open set recognition (OSR)  class-aware representation  anti-associative prompt tuning (A(2)Pt)  
MemBridge: Video-Language Pre-Training With Memory-Augmented Inter-Modality Bridge 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4073-4087
作者:  Yang, Jiahao;  Li, Xiangyang;  Zheng, Mao;  Wang, Zihan;  Zhu, Yongqing;  Guo, Xiaoqian;  Yuan, Yuchen;  Chai, Zifeng;  Jiang, Shuqiang
收藏  |  浏览/下载：58/0  |  提交时间：2023/12/04
Video-language pre-training  inter-modality bridge  memory module  
Focus and Align: Learning Tube Tokens for Video-Language Pre-Training 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 8036-8050
作者:  Zhu, Yongqing;  Li, Xiangyang;  Zheng, Mao;  Yang, Jiahao;  Wang, Zihan;  Guo, Xiaoqian;  Chai, Zifeng;  Yuan, Yuchen;  Jiang, Shuqiang
收藏  |  浏览/下载：63/0  |  提交时间：2024/05/20
Electron tubes  Semantics  Visualization  Feature extraction  Task analysis  Transformers  Detectors  Local alignment mechanism  semantic centers  tube tokens  video-language pre-training