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Token pyramid pooling-driven style adapter learning with dual-view balanced loss for imbalanced diabetic retinopathy grading 期刊论文
PATTERN RECOGNITION, 2026, 卷号: 171, 页码: 13
作者:  Zhao, Jilu;  Zhang, Xiaoqing;  Zhang, Jiawei;  Sun, Hanxi;  Nie, Qiushi;  Xiao, Zunjie;  Xiao, Linxia;  Zhang, Fengyun;  Hu, Yan;  Liu, Jiang
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Imbalanced DR grading  Adapter learning  Pre-trained vision foundation models  Dual-view balanced loss  Trustworthniess  Transferability  
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  
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo With Depth Restoration and Occlusion Constraint 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 11, 页码: 11244-11257
作者:  Yuan, Zhenlong;  Yang, Zhidong;  Cai, Yujun;  Wu, Kuangxin;  Liu, Mufan;  Zhang, Dapeng;  Jiang, Hao;  Li, Zhaoxin;  Wang, Zhaoqi
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Deformation  Image reconstruction  Costs  Image edge detection  Image segmentation  Reliability  Three-dimensional displays  Image restoration  Feature extraction  Electronic mail  Multi-view stereo  3D reconstruction  segmentation  patch deformation  occlusion  
SaaP: Rearchitect SoC-as-a-Processor to Orchestrate Hardware Heterogeneity 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3962-3975
作者:  Jin, Pengwei;  Fan, Zhe;  Zhao, Yongwei;  Du, Zidong;  Guo, Hongrui;  Nan, Ziyuan;  Hao, Yifan;  Li, Chongxiao;  Ma, Tianyun;  Zhang, Zhenxing;  Li, Xiaqing;  Li, Wei;  Hu, Xing;  Guo, Qi;  Xu, Zhiwei;  Chen, Tianshi
收藏  |  浏览/下载:5/0  |  提交时间:2025/12/03
IP networks  Hardware  Graphics processing units  Central Processing Unit  Programming  Software  Pipelines  System-on-chip  Process control  Neural networks  Hardware heterogeneity  system architectures  System-on-Chip (SoC)  
Quantum-Trajectory-Inspired Lindbladian Simulation 期刊论文
PRX QUANTUM, 2025, 卷号: 6, 期号: 3, 页码: 21
作者:  Peng, Sirui;  Sun, Xiaoming;  Zhao, Qi;  Zhou, Hongyi
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
ConUDiff: diffusion model with contrastive pretraining and uncertain region optimization for segmentation of left ventricle from echocardiography 期刊论文
PATTERN ANALYSIS AND APPLICATIONS, 2025, 卷号: 28, 期号: 3, 页码: 11
作者:  Zhang, Guohuan;  Zhang, Lei;  Fu, Xuetong;  Wang, Yuanquan;  Zhou, Shoujun;  Wei, Jin;  Zhao, Di
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Diffusion models  Echocardiography  Left ventricle  Segmentation  Contrastive learning  Uncertain region optimization  
SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 9, 页码: 3490-3503
作者:  Xue, Runzhen;  Yan, Mingyu;  Han, Dengke;  Xiao, Ziheng;  Tang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Semantics  Layout  Graph neural networks  Optimization  Vectors  Graphics processing units  Feature extraction  Design automation  Training  Hardware acceleration  Graph neural network (GNN)  hardware accelerator  heterogeneous graph neural network (HGNN)  semantic graph  
Query-Aware Semantic Encoder-Based Resource Allocation in Task-Oriented Communications 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 6413-6429
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Yu, Hanxiao;  Wu, Yihao;  Shi, Ningzhe;  Shi, Jinglin
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Semantics  Receivers  Generators  Feature extraction  Costs  Transmitters  Decoding  Data mining  Bandwidth  Vectors  Semantic encoder  Task-oriented communications  Relevance-based data selection and bandwidth allocation  Deep reinforcement learning  
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4225-4238
作者:  Liu, Xin;  Zhang, Yuxiang;  Wu, Meng;  Yan, Mingyu;  He, Kun;  Yan, Wei;  Pan, Shirui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03
Perturbation methods  Graph neural networks  Image edge detection  Data augmentation  Accuracy  Training  Measurement  Optimization  Detectors  World Wide Web  Edge perturbation  graph neural network  graph data augmentation  graph data attack  
Deep generalizable prediction of RNA secondary structure via base pair motif energy 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 13
作者:  Zhu, Heqin;  Tang, Fenghe;  Quan, Quan;  Chen, Ke;  Xiong, Peng;  Zhou, S. Kevin
收藏  |  浏览/下载:4/0  |  提交时间:2025/12/03