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Uncertainty-Aware Mixture of Experts for Video Action Anticipation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 11, 页码: 11158-11171
作者:  Qi, Zhaobo;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Uncertainty  Training  Computational modeling  Accuracy  Transformers  Parallel processing  Integrated circuit modeling  Benchmark testing  Visualization  Vectors  Action anticipation  video evolution uncertainty  mixture of experts  
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  
OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine-Learning Tasks in Logic Synthesis 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3830-3843
作者:  Ni, Liwei;  Wang, Rui;  Liu, Miao;  Meng, Xingyu;  Lin, Xiaoze;  Liu, Junfeng;  Luo, Guojie;  Chu, Zhufei;  Qian, Weikang;  Yang, Xiaoyan;  Xie, Biwei;  Li, Xingquan;  Li, Huawei
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Logic  Logic gates  Delays  Optimization  Machine learning  Hardware design languages  Boolean functions  Computer science  Benchmark testing  Wire  Adaptive  application  dataset  logic synthesis  machine learning (ML)  
Instance-Consistent Fair Face Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 7, 页码: 5319-5335
作者:  Li, Yong;  Sun, Yufei;  Cui, Zhen;  Shen, Pengcheng;  Shan, Shiguang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Face recognition  Training  Measurement  Annotations  Accuracy  Benchmark testing  Electronic mail  Sun  Standards  Loss measurement  biometrics  fairness  adaptive margin  
ETBench: Characterizing Hybrid Vision Transformer Workloads Across Edge Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 6, 页码: 1857-1871
作者:  Zhou, Yingkun;  Tian, Zhengshuyuan;  Yang, Wenhao;  Zhang, Tingting;  Ye, Jinpeng;  Han, Chenji;  Liu, Tianyi;  Zhang, Fuxin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Benchmark  deep learning  edge devices  vision transformer  hybrid model  Benchmark  deep learning  edge devices  vision transformer  hybrid model  
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305
作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi
收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25
Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting  
OpenSlot: Mixed Open-Set Recognition With Object-Centric Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6019-6030
作者:  Yin, Xu;  Pan, Fei;  An, Guoyuan;  Huo, Yuchi;  Xie, Zixuan;  Yoon, Sung-Eui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Semantics  Training  Object detection  Benchmark testing  Image reconstruction  Dogs  Safety  Prototypes  Object recognition  Linear programming  Mixed open-set recognition  object-centric learning  open-set object detection  
DomainVerse: A Benchmark Towards Real-World Distribution Shifts for Training-Free Adaptive Domain Generalization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6648-6660
作者:  Hou, Feng;  Yuan, Jin;  Yang, Ying;  Zhang, Yao;  Liu, Yang;  Zhang, Yang;  Zhong, Cheng;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Adaptation models  Training  Benchmark testing  Picture archiving and communication systems  Data models  Image color analysis  Computational modeling  Data mining  Training data  Painting  DomainVerse  training-free adaptive domain generalization  vision-language models  
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：36/0  |  提交时间：2024/12/06
Robustness benchmark  Distribution shift  Pre-training  Adversarial training  Image classification  
Generic Sensitivity: Generics-Guided Context Sensitivity for Pointer Analysis 期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2024, 卷号: 50, 期号: 5, 页码: 1144-1162
作者:  Li, Haofeng;  Tan, Tian;  Li, Yue;  Lu, Jie;  Meng, Haining;  Cao, Liqing;  Huang, Yongheng;  Li, Lian;  Gao, Lin;  Di, Peng;  Lin, Liang;  Cui, Chenxi
收藏  |  浏览/下载：39/0  |  提交时间：2024/12/06
Sensitivity  Receivers  Java  Resource management  Codes  Software  Benchmark testing  Pointer analysis  generic programming  context sensitivity