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UniStain: A unified and organ-aware virtual H&E staining framework for label-free autofluorescence images 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2026, 卷号: 173, 页码: 10
作者:  Shi, Lulin;  Hou, Xingzhong;  Lai, James K. W.;  Wong, Ivy H. M.;  Huang, Bingxin;  Hui, Athena L. Y.;  Chan, Ronald C. K.;  Wong, Terence T. W.
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Deep learning  Parameter-efficient fine-tuning  Pre-trained diffusion model  Virtual staining  
DEFT: Data-Efficient Fine-Tuning Through Multi-Dimensional Data Selection 期刊论文
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2026, 卷号: 34, 页码: 352-363
作者:  Dai, Shaojie;  Liu, Xin;  Yu, Yue
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Data models  Complexity theory  Training data  Training  Speech processing  Semantics  Adaptation models  Tuning  Measurement  Large language models  Data-efficient fine-tuning  large language models (LLMs)  instruction fine-tuning  data selection  
Achieving fair medical image segmentation in foundation models with adversarial visual prompt tuning 期刊论文
INFORMATION SCIENCES, 2025, 卷号: 720, 页码: 16
作者:  Li, Yuqi;  Li, Yanli;  Zhang, Kai;  Zhang, Fuyan;  Yang, Chuanguang;  Guo, Zhongliang;  Ding, Weiping;  Huang, Tingwen
收藏  |  浏览/下载：32/0  |  提交时间：2025/12/03
Fairness  Image segmentation  Foundation models  Visual prompt tuning  Medicine data analysis  
Enhanced Dual-Pattern Matching With Vision-Language Representation for Out-of-Distribution Detection 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 11, 页码: 9673-9687
作者:  Xiang, Xiang;  Xu, Zhuo;  Zhang, Zihan;  Zeng, Zhigang;  Chen, Xilin
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Visualization  Adaptation models  Training  Data models  Computational modeling  Feature extraction  Pattern matching  Tuning  Robustness  Data mining  OOD detection  vision-language models  
Leveraging Eye Movement for Instructing Robust Video-Based Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2025, 卷号: 16, 期号: 4, 页码: 3404-3420
作者:  Liu, Yuanyuan;  Wei, Lin;  Liu, Kejun;  Chen, Zijing;  Chen, Zhe;  Tang, Chang;  Chen, Jingying;  Shan, Shiguang
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Videos  Face recognition  Visualization  Emotion recognition  Transformers  Training  Accuracy  Data mining  Gaze tracking  Computational modeling  Video-based facial expression recognition  eye movement signals  pre-training  fine-tuning  instructed learning  
Bi-Modality Individual-Aware Prompt Tuning for Visual-Language Model 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 8, 页码: 6352-6368
作者:  Yao, Hantao;  Zhang, Rui;  Lyu, Huaihai;  Zhang, Yongdong;  Xu, Changsheng
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
Tuning  Visualization  Training  Adaptation models  Hands  Feature extraction  Data models  Artificial intelligence  Transformers  Data mining  Prompt tuning  individual-aware prompt tuning  bi-modality prompt tuning  visual-language model  
STP: Special token prompt for parameter-efficient tuning of pre-trained language models 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 284, 页码: 10
作者:  Yan, Yaoyao;  Yu, Hui;  Wang, Da;  Ye, Jing;  Liu, Fang'ai;  Xu, Weizhi
收藏  |  浏览/下载：27/0  |  提交时间：2025/12/03
Fine-tuning  Special token prompt  Transformer  Attention weight distribution  
SRSparse: Generating Codes for High-Performance Sparse Matrix-Vector Semiring Computations 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 26
作者:  Du, Zhen;  Li, Ying;  Sun, Ninghui;  Cui, Huimin;  Feng, Xiaobing;  Li, Jiajia
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
High performance computing  sparse matrix computation  auto-tuning  code generator  semiring computation  
Improving DNN Accuracy on MLC PIM via Non-Ideal PIM Device Fine-Tuning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 6, 页码: 2277-2286
作者:  Lv, Hao;  Zhang, Lei;  Wang, Ying
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Closed box  Accuracy  Computational modeling  Programming  Training  Optimization  Computer architecture  Semiconductor device modeling  Energy efficiency  Artificial neural networks  Black-box  multilevel cell (MLC) resistive random access memory (RRAM)  model fine-tuning  processing-in-memory (PIM)  
A framework for Chinese event semantic constraint predicates and their generation using PEFT LLM and RAG 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2025, 页码: 26
作者:  Huang, Qiaojuan;  Wang, Shi;  He, Qing;  Cao, Cungen
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
Event semantic analysis  Head-tail event semantic constraint predicates  Large language models  Parameter-efficient fine-tuning  Retrieval-augmented generation