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Qian, Qi

  1. mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
    2023/11/07 by Qinghao Ye, Haiyang Xu, Ye, Qinghao +16 · 86 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  2. mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
    2023/04/27 by Qinghao Ye, Ye, Qinghao, Haiyang Xu +32 · 73 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  3. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
    2024/08/09 by Jiabo Ye, Haiyang Xu, Ye, Jiabo +15 · 62 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
    2023/10/08 by Jiabo Ye, Ye, Jiabo, Anwen Hu +25 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  5. Dash: Semi-Supervised Learning with Dynamic Thresholding
    2021/09/01 by Xu, Yi, Shang, Lei, Ye, Jinxing +5 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Searching for Best Practices in Retrieval-Augmented Generation
    2024/07/01 by Xiaohua Wang, Zhenhua Wang, Wang, Xiaohua +24 · 15 citations
    Computer Science · #Recommender Systems and Techniques #Information Retrieval and Search Behavior #Speech and dialogue systems
  7. SoftTriple Loss: Deep Metric Learning Without Triplet Sampling
    2019/09/11 by Qi Qian, Lei Shang, Qian, Qi +9 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Human Pose and Action Recognition
  8. Online Zero-Shot Classification with CLIP
    2024/08/23 by Qian, Qi, Hu, Juhua · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Stable Cluster Discrimination for Deep Clustering
    2023/11/24 by Qi Qian, Qian, Qi · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Video Surveillance and Tracking Methods #Text and Document Classification Technologies
  10. Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
    2021/02/01 by Ming Lin, Lin, Ming, Pichao Wang +13 · 4 citations
    Computer Science · Neuroscience · #65D19 #68T07 #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.4.0 #I.5.2 #J.6 #Machine Learning (cs.LG)
  11. Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework
    2021/03/21 by Zhou, Qiang, Yu, Chaohui, Wang, Zhibin +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Improved Fine-Tuning by Better Leveraging Pre-Training Data
    2021/11/24 by Ziquan Liu, Yi Xu, Liu, Ziquan +13 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  13. HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training
    2022/12/30 by Qinghao Ye, Guohai Xu, Ye, Qinghao +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  14. Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
    2024/04/24 by Yao, Jiawei, Qian, Qi, Hu, Juhua · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks
    2023/06/07 by Haiyang Xu, Xu, Haiyang, Qinghao Ye +29 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  16. Towards Understanding Label Smoothing
    2020/06/20 by Xu, Yi, Xu, Yuanhong, Qian, Qi +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP
    2023/10/30 by Qian, Qi, Xu, Yuanhong, Hu, Juhua · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Unsupervised Visual Representation Learning by Online Constrained K-Means
    2021/05/24 by Qi Qian, Yuanhong Xu, Qian, Qi +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  19. Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
    2024/11/06 by Jiawei Yao, Yao, Jiawei, Qian Qi +3 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
  20. RBGNet: Ray-based Grouping for 3D Object Detection
    2022/04/05 by Wang, Haiyang, Shi, Shaoshuai, Yang, Ze +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
    2022/05/25 by Liu, Ziquan, Xu, Yi, Xu, Yuanhong +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
    2023/11/30 by Anwen Hu, Yaya Shi, Hu, Anwen +17 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
  23. Graph Convolution Based Efficient Re-Ranking for Visual Retrieval
    2023/06/15 by Zhang, Yuqi, Qian, Qi, Wang, Hongsong +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human
    2023/04/16 by Tian, Junfeng, Chen, Hehong, Xu, Guohai +14 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. DR Loss: Improving Object Detection by Distributional Ranking
    2019/07/23 by Qian, Qi, Chen, Lei, Li, Hao +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Weakly Supervised Representation Learning with Coarse Labels
    2020/05/19 by Xu, Yuanhong, Qian, Qi, Li, Hao +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
    2025/08/25 by Dong, Sixun, Hu, Juhua, Zhang, Mian +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Improved Visual Fine-tuning with Natural Language Supervision
    2023/04/04 by Wang, Junyang, Xu, Yuanhong, Hu, Juhua +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Signatures of Chiral Superconductivity in Chiral Molecule Intercalated Tantalum Disulfide
    2023/02/10 by Zhong Wan, Gang Qiu, Wan, Zhong +21 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Chemical Physics Studies #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum, superfluid, helium dynamics #Superconductivity (cond-mat.supr-con) #Surface Chemistry and Catalysis
  30. Efficient Personalized Text-to-image Generation by Leveraging Textual Subspace
    2024/06/30 by Du, Shian, Cheng, Xiaotian, Qian, Qi +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement
    2024/07/01 by Xiaohua Wang, Wang, Xiaohua, Zisu Huang +12 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  32. Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning
    2025/06/04 by Muling Wu, Wu, Muling, Qian Qi +27 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling