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A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 639-656
作者:  Wang, Zitai;  Xu, Qianqian;  Yang, Zhiyong;  Xu, Zhikang;  Zhang, Linchao;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Calibration  Training  Safety  Predictive models  Data mining  Computers  Additives  Smoothing methods  Risk minimization  Protocols  Imbalanced learning  re-weighting  logit adjustment  fisher consistency  generalization analysis  
VPA: Multi-Modal Virtual Point Augmentation for 3D Object Detection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 12, 页码: 12410-12425
作者:  Zhong, Jianping;  Qi, Zhaobo;  Duan, Kaiwen;  Xu, Yuanrong;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Three-dimensional displays  Point cloud compression  Object detection  Semantics  Laser radar  Feature extraction  Detectors  Accuracy  Bicycles  Solids  3D object detection  multimodal fusion  virtual point augmenting  
Stable Attribute Group Editing for Reliable Few-Shot Image Generation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 12, 页码: 12719-12733
作者:  Ding, Guanqi;  Han, Xinzhe;  Wang, Shuhui;  Jin, Xin;  Huang, Qingming
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Image synthesis  Training  Diffusion models  Dictionaries  Generators  Data models  Codes  Visualization  Reliability  Analytical models  Few-shot image generation  generative adversarial network  image editing  
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 12, 页码: 5197-5207
作者:  Han, Kai;  Wang, Shuhui;  Chen, Jun;  Qian, Chengxuan;  Lyu, Chongwen;  Ma, Siqi;  Qiu, Chengjian;  Sheng, Victor S.;  Huang, Qingming;  Liu, Zhe
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Noise measurement  Training  Image segmentation  Annotations  Uncertainty  Estimation  Medical diagnostic imaging  Data models  Computational modeling  Noise  Medical image segmentation  noisy label learning  uncertainty estimation  pseudo label  
SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization  
Dubbing Movies via Hierarchical Phoneme Modeling and Acoustic Diffusion Denoising 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 11, 页码: 10361-10377
作者:  Li, Liang;  Cong, Gaoxiang;  Qi, Yuankai;  Zha, Zheng-Jun;  Wu, Qi;  Sheng, Quan Z.;  Huang, Qingming;  Yang, Ming-Hsuan
收藏  |  浏览/下载：20/0  |  提交时间：2025/12/03
Videos  Lips  Visualization  Acoustics  Cloning  Noise reduction  Motion pictures  Head  Adaptation models  Text to speech  Visual voice cloning  speech synthesis  hierarchical phoneme modeling  contrastive learning  acoustic diffusion denoising  
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：23/0  |  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  
DMutDE: Dual-View Mutual Distillation Framework for Knowledge Graph Embeddings 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14
作者:  Liu, Ruizhou;  Wu, Zhe;  Wu, Yiling;  Cao, Zongsheng;  Xu, Qianqian;  Huang, Qingming
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Training  Data models  Predictive models  Cognition  Knowledge graphs  Electronic mail  Translation  Semantics  Noise  Costs  Knowledge distillation (KD)  knowledge graph (KG)  knowledge graph embedding (KGE)  
Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 卷号: 26, 期号: 7, 页码: 9165-9174
作者:  Pang, Junbiao;  Xiong, Baocheng;  Wu, Jiaqi;  Huang, Qingming
收藏  |  浏览/下载：18/0  |  提交时间：2025/12/03
Feature extraction  Semantics  Heating systems  Context modeling  Noise  Convolution  Asphalt  Semantic segmentation  YOLO  Training  Crack detection  context information  multi-scale  spatial structure  
GAHE: Geometry-Aware Embedding for Hyper-Relational Knowledge Graph Representation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2025, 卷号: 21, 期号: 7, 页码: 26
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：17/0  |  提交时间：2025/12/03
Knowledge Graph  Hyper-relational Learning  Multicurvature Spaces  Geometry Aware