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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：2/0  |  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：1/0  |  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  
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：2/0  |  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  
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  
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：25/0  |  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  
pDeepXL: MS/MS Spectrum Prediction for Cross-Linked Peptide Pairs by Deep Learning 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2021, 卷号: 20, 期号: 5, 页码: 2570-2582
作者:  Chen, Zhen-Lin;  Mao, Peng-Zhi;  Zeng, Wen-Feng;  Chi, Hao;  He, Si-Min
收藏  |  浏览/下载：103/0  |  提交时间：2021/12/01
cross-linking mass spectrometry  spectrum prediction  deep learning  transfer learning  online fine-tuning