Ghazanfari, Sara
- Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning
2025/05/31 by Sara Ghazanfari, Francesco Croce, Ghazanfari, Sara +9 · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Natural Language Processing Techniques
- R-LPIPS: An Adversarially Robust Perceptual Similarity Metric
2023/07/27 by Sara Ghazanfari, Siddharth Garg, Ghazanfari, Sara +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- EMMA: Efficient Visual Alignment in Multi-Modal LLMs
2024/10/02 by Sara Ghazanfari, Alexandre Araujo, Ghazanfari, Sara +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques
- LipSim: A Provably Robust Perceptual Similarity Metric
2023/10/27 by Ghazanfari, Sara, Araujo, Alexandre, Krishnamurthy, Prashanth +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)