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检索条件"机构=Software Engineering with Multimedia"
1400 条 记 录,以下是11-20 订阅
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A Provable Decision Rule for Out-of-Distribution Detection  41
A Provable Decision Rule for Out-of-Distribution Detection
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41st International Conference on Machine Learning, ICML 2024
作者: Ma, Xinsong Zou, Xin Liu, Weiwei School of Computer Science National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University Wuhan China
Out-of-distribution (OOD) detection task plays the key role in reliable and safety-critical applications. Existing researches mainly devote to designing or training the powerful score function but overlook investigati...
来源: 评论
Sequential Kernel Goodness-of-fit Testing  41
Sequential Kernel Goodness-of-fit Testing
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41st International Conference on Machine Learning, ICML 2024
作者: Zhou, Zhengyu Liu, Weiwei School of Computer Science National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University Wuhan China
Goodness-of-fit testing, a classical statistical tool, has been extensively explored in the batch setting, where the sample size is ***, practitioners often prefer methods that adapt to the complexity of a problem rat...
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ViF-SD2E: a robust weakly-supervised framework for neural decoding
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Neural Computing and Applications 2025年 第9期37卷 6645-6661页
作者: Feng, Jingyi Luo, Yong Song, Shuang Hu, Han National Engineering Research Center for Multimedia Software School of Computer Science Wuhan University Wuhan430072 China School of Information and Electronics Beijing Institute of Technology Beijing100081 China
Neural decoding plays a vital role in the interaction between the brain and the outside world. Our task in this paper is to decode the movement track of a finger directly based on the neural data. Existing neural deco... 详细信息
来源: 评论
Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization  39
Balancing Privacy and Performance: A Many-in-One Approach fo...
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39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025
作者: Jia, Xuemei Du, Jiawei Wei, Hui Xue, Ruinian Wang, Zheng Zhu, Hongyuan Chen, Jun National Engineering Research Center for Multimedia Software School of Computer Science Wuhan University China Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University China A*STAR Singapore A*STAR Singapore
The effective utilization of data through Deep Neural Networks (DNNs) has profoundly influenced various aspects of society. The growing demand for high-quality, particularly personalized, data has spurred research eff... 详细信息
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Build Yourself Before Collaboration: Vertical Federated Learning With Limited Aligned Samples
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IEEE Transactions on Mobile Computing 2025年 第7期24卷 6503-6516页
作者: Shen, Wei Ye, Mang Yu, Wei Yuen, Pong C. Wuhan University National Engineering Research Center for Multimedia Software School of Computer Science Wuhan430072 China Hong Kong Baptist University Department of Computer Science Kowloon Tsai Hong Kong
Vertical Federated Learning (VFL) has emerged as a crucial privacy-preserving learning paradigm that involves training models using distributed features from shared samples. However, the performance of VFL can be hind... 详细信息
来源: 评论
The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems  38
The Reliability of OKRidge Method in Solving Sparse Ridge Re...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Li, Xiyuan Wang, Youjun Liu, Weiwei School of Computer Science Wuhan University National Engineering Research Center for Multimedia Software Wuhan University Institute of Artificial Intelligence Wuhan University Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University
Sparse ridge regression problems play a significant role across various domains. To solve sparse ridge regression, [1] recently proposes an advanced algorithm, Scalable Optimal K-Sparse Ridge Regression (OKRidge), whi...
来源: 评论
FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos  39
FriendsQA: A New Large-Scale Deep Video Understanding Datase...
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39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025
作者: Wu, Zhengqian Li, Ruizhe Xu, Zijun Wang, Zhongyuan Xiao, Chunxia Liang, Chao School of Computer Science Wuhan University China School of Cyber Science and Engineering Wuhan University China National Engineering Research Center for Multimedia Software Wuhan University China Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University China
Video question answering (VideoQA) aims to answer natural language questions according to the given videos. Although existing models perform well in the factoid VideoQA task, they still face challenges in deep video u...
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A Boosting-Type Convergence Result for *** with Factorized Multi-Class Classifiers  38
A Boosting-Type Convergence Result for *** with Factorized M...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Zou, Xin Zhou, Zhengyu Xu, Jingyuan Liu, Weiwei School of Computer Science Wuhan University National Engineering Research Center for Multimedia Software Wuhan University Institute of Artificial Intelligence Wuhan University Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University
ADABOOST is a well-known algorithm in boosting. Schapire and Singer propose, an extension of ADABOOST, named ***, for multi-class classification problems. Kégl shows empirically that *** works better when the cla...
来源: 评论
WaterDiffusion: Learning a Prior-involved Unrolling Diffusion for Joint Underwater Saliency Detection and Visual Restoration  39
WaterDiffusion: Learning a Prior-involved Unrolling Diffusio...
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39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025
作者: Chang, Laibin Wang, Yunke Deng, Longxiang Du, Bo Xu, Chang School of Computer Science National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University China School of Computer Science The University of Sydney Sydney Australia
Underwater salient object detection (USOD) plays a pivotal role in various vision-based marine exploration tasks. However, existing USOD techniques face the dilemma of object mislocalization and imprecise boundaries d... 详细信息
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Watch You under Low-Resolution and Low-Illumination: Face Enhancement via Bi-Factor Degradation Decoupling
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IEEE Transactions on Circuits and Systems for Video Technology 2024年 第5期34卷 3481-3495页
作者: Ding, Xin Wang, Zheng Fang, Jing Shu, Zhenyu Hu, Ruimin Lin, Chia-Wen NingboTech University School of Computer and Data Engineering Ningbo315100 China Wuhan University National Engineering Research Center for Multimedia Software School of Computer Wuhan430072 China National Tsing Hua University Department of Electrical Engineering The Institute of Communications Engineering Hsinchu300044 Taiwan
Face enhancement aims to improve low-quality face images to a higher-quality level. However, in real-world nighttime scenes, complex degradation factors often affect these images, making it challenging to preserve imp... 详细信息
来源: 评论