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Practically Unbiased Pairwise Loss for Recommendation With Implicit Feedback 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 4, 页码: 2460-2474
作者:  Cao, Tianwei;  Xu, Qianqian;  Yang, Zhiyong;  Ma, Zhanyu;  Huang, Qingming
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Estimation  Imputation  Training data  IP networks  Accuracy  Supervised learning  Recommender systems  Noise  Data models  Computer science  Recommender system  collaborative filtering  debias  noise-robust learning  pairwise ranking loss  
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9004-9022
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Collaborative metric learning (CML)  machine learning  partial AUC optimization  recommendation system  
Rethink video retrieval representation for video captioning 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 156, 页码: 13
作者:  Tian, Mingkai;  Li, Guorong;  Qi, Yuankai;  Wang, Shuhui;  Sheng, Quan Z.;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Video captioning  Video-text retrieval  Token shift  Cross-attention  
Sequential Manipulation Against Rank Aggregation: Theory and Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9353-9370
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Liu, Wei;  Cao, Xiaochun;  Sun, Yingfei;  Huang, Qingming
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Online manipulation  adversarial learning  pairwise comparison  ranking aggregation  
Inductive State-Relabeling Adversarial Active Learning With Heuristic Clique Rescaling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9780-9796
作者:  Zhang, Beichen;  Li, Liang;  Wang, Shuhui;  Cai, Shaofei;  Zha, Zheng-Jun;  Tian, Qi;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Active learning  adversarial learning  state relabeling  contrastive learning  data diversity  
Linguistic Hallucination for Text-Based Video Retrieval 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 10, 页码: 9692-9705
作者:  Fang, Sheng;  Dang, Tiantian;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Linguistics  Training  Testing  Encoding  Context modeling  Feature extraction  Task analysis  Text-video retrieval  partially relevant video retrieval  linguistic hallucination  curriculum learning  
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 6083-6097
作者:  Yu, Zhipeng;  Xu, Qianqian;  Jiang, Yangbangyan;  Sun, Yingfei;  Huang, Qingming
收藏  |  浏览/下载：14/0  |  提交时间：2024/12/06
Metric learning  noisy label  deep learning  deep learning  pair- wise loss  pair- wise loss  pair- wise loss  pair- wise loss  positive-pair selection  positive-pair selection  
Progressive Depth Decoupling and Modulating for Flexible Depth Completion 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 16
作者:  Yang, Zhiwen;  Zhang, Jiehua;  Li, Liang;  Yan, Chenggang;  Sun, Yaoqi;  Yin, Haibing
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
Accuracy  Decoding  Transformers  Three-dimensional displays  Task analysis  Estimation  Research and development  Adaptive depth modulating  depth completion  depth discretization  incremental depth decoupling  
Downstream-Pretext Domain Knowledge Traceback for Active Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 10585-10596
作者:  Zhang, Beichen;  Li, Liang;  Zha, Zheng-Jun;  Luo, Jiebo;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Task analysis  Uncertainty  Annotations  Data models  Training  Visualization  Transformers  Active learning  pretext training  domain knowledge  self-supervised learning  
Positive-Unlabeled Learning With Label Distribution Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15345-15363
作者:  Jiang, Yangbangyan;  Xu, Qianqian;  Zhao, Yunrui;  Yang, Zhiyong;  Wen, Peisong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：28/0  |  提交时间：2024/05/20
Estimation  Stochastic processes  Optimization  Computer science  Predictive models  Information processing  Fasteners  Positive-unlabeled learning  weakly supervised learning  binary classification