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LLM-led vision-spectral fusion: A zero-shot approach to temporal fruit image classification 期刊论文
NEURAL NETWORKS, 2026, 卷号: 194, 页码: 10
作者:  Wu, Huyu;  Jia, Bowen;  Yuan, Xue-Ming
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Temporally relevant images  Multimodal classification  Large language models  Zero-shot segmentation  Vision-spectral fusion  
A hybrid approach to formulaic alpha discovery with large language model assistance 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2026, 卷号: 20, 期号: 2, 页码: 14
作者:  Yu, Shuo;  Xue, Hong-Yan;  Ao, Xiang;  He, Qing
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
computational finance  stock trend forecasting  large language model  
Sycophancy in vision-language models: A systematic analysis and an inference-time mitigation framework 期刊论文
NEUROCOMPUTING, 2026, 卷号: 659, 页码: 14
作者:  Zhao, Yunpu;  Zhang, Rui;  Xiao, Junbin;  Ke, Changxin;  Hou, Ruibo;  Hao, Yifan;  Li, Ling
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Vision-language models  Contrastive decoding  Model hallucinations  
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：4/0  |  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  
Improving multimodal named entity recognition via text-image relevance prediction with large language models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 651, 页码: 10
作者:  Zeng, Qingyang;  Yuan, Minghui;  Su, Yueyang;  Mi, Jia;  Che, Qianzi;  Wan, Jing
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multimodal named entity recognition  Multimodal learning  Large language model  Contrastive learning  Social media  
An Objective Effect Evaluation Framework for Vectorization Models on Patent Semantic Similarity Measurement 期刊论文
ELECTRONICS, 2025, 卷号: 14, 期号: 20, 页码: 14
作者:  Li, Jiazheng;  Zhou, Jian;  Cao, Mengyun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
comparative study  language model  patent semantic similarity measurement  statistical hypothesis testing  text vectorization  
Bcgn: BLIP-based cross-modal grasping network for language-conditioned robotic grasping 期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 6, 页码: 12
作者:  Xu, Kai;  Wang, Lichun;  Li, Shuang;  Xin, Jianjia;  Yin, Baocai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Robotic grasp  Language-conditioned grasping  Grasping dataset  Cross-modal fusion  
Benchmarking Radiology Report Generation From Noisy Free-Texts 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 10, 页码: 7549-7558
作者:  Yuan, Yujian;  Zheng, Yanting;  Qu, Liangqiong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Noise measurement  Radiology  Measurement  Benchmark testing  Pipelines  Large language models  Biomedical imaging  Training  Bioinformatics  Text processing  Benchmark  large language model (LLM)  natural language processing  radiology report generation  
Tool learning with large language models: a survey 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2025, 卷号: 19, 期号: 8, 页码: 21
作者:  Qu, Changle;  Dai, Sunhao;  Wei, Xiaochi;  Cai, Hengyi;  Wang, Shuaiqiang;  Yin, Dawei;  Xu, Jun;  Wen, Ji-rong
收藏  |  浏览/下载：20/0  |  提交时间：2025/06/25
tool learning  large language models  agent  
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：4/0  |  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