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Guangxing Han

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1393 citations
    #cs.CL #cs.AI
  2. Few-Shot Object Detection with Fully Cross-Transformer
    2022/03/28 by Guangxing Han, Jiawei Ma, Han, Guangxing +7 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  3. TIPS: Text-Image Pretraining with Spatial awareness
    2024/10/21 by Kevis-Kokitsi Maninis, Maninis, Kevis-Kokitsi, Kaifeng Chen +25 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
  4. Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
    2021/04/15 by Guangxing Han, Shiyuan Huang, Han, Guangxing +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  5. Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning
    2024/03/15 by Dongmin Park, Park, Dongmin, Zhaofang Qian +5 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Epilepsy research and treatment #Machine Learning in Healthcare
  6. Supervised Masked Knowledge Distillation for Few-Shot Transformers
    2023/03/25 by Han Lin, Guangxing Han, Lin, Han +9 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  7. TempCLR: Temporal Alignment Representation with Contrastive Learning
    2022/12/28 by Yuncong Yang, Jiawei Ma, Yang, Yuncong +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  8. Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition
    2020/12/24 by Shiyuan Huang, Jiawei Ma, Huang, Shiyuan +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
  9. Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting
    2022/04/16 by Guangxing Han, Han, Guangxing, Long Chen +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  10. Weakly-Supervised Temporal Article Grounding
    2022/10/22 by Long Chen, Chen, Long, Yulei Niu +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #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 #Topic Modeling
  11. DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
    2023/03/16 by Jiawei Ma, Ma, Jiawei, Yulei Niu +9 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  12. COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
    2020/07/01 by Qingyun Wang, Wang, Qingyun, Manling Li +51 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques