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Sarto, Sara

  1. The Revolution of Multimodal Large Language Models: A Survey
    2024/02/19 by Davide Caffagni, Caffagni, Davide, Federico Cocchi +13 · 57 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
  2. Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs
    2024/04/23 by Davide Caffagni, Federico Cocchi, Caffagni, Davide +11 · 31 citations
    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) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  3. Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation
    2023/03/21 by Sara Sarto, Manuele Barraco, Sarto, Sara +7 · 19 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #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
  4. LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning
    2025/03/19 by Federico Cocchi, Cocchi, Federico, Nicholas Moratelli +11 · 16 citations
    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) #Online Learning and Analytics
  5. Retrieval-Augmented Transformer for Image Captioning
    2022/07/26 by Sara Sarto, Sarto, Sara, Marcella Cornia +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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 #Video Analysis and Summarization
  6. Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training
    2024/10/09 by Sara Sarto, Nicholas Moratelli, Sarto, Sara +7 · 5 citations
    Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Online and Blended Learning #Robotics and Automated Systems
  7. Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives
    2025/03/18 by Sarto, Sara, Cornia, Marcella, Cucchiara, Rita · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues
    2024/07/29 by Sara Sarto, Marcella Cornia, Sarto, Sara +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  9. With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning
    2023/08/23 by Manuele Barraco, Sara Sarto, Barraco, Manuele +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  10. Multi-Class Unlearning for Image Classification via Weight Filtering
    2023/04/04 by Samuele Poppi, Sara Sarto, Poppi, Samuele +7 · 2 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Digital Imaging for Blood Diseases #Anomaly Detection Techniques and Applications
  11. Towards Retrieval-Augmented Architectures for Image Captioning
    2024/05/21 by Sara Sarto, Marcella Cornia, Sarto, Sara +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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 #Video Analysis and Summarization
  12. Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval
    2025/03/03 by Caffagni, Davide, Sarto, Sara, Cornia, Marcella +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)