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Aishwarya Agrawal

  1. VQA: Visual Question Answering
    2015/05/03 by Aishwarya Agrawal, Agrawal, Aishwarya, Jiasen Lu +11 · 374 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  2. An Introduction to Vision-Language Modeling
    2024/05/27 by Florian Bordes, Bordes, Florian, Richard Yuanzhe Pang +79 · 41 citations
    Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
  3. Visual Storytelling
    2016/04/13 by Ting-Hao, Huang, Francis Ferraro +27 · 15 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 #Multimodal Machine Learning Applications #Video Analysis and Summarization
  4. Benchmarking Vision Language Models for Cultural Understanding
    2024/07/15 by Shravan Nayak, Kanishk Jain, Nayak, Shravan +13 · 26 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  5. Improving Text-to-Image Consistency via Automatic Prompt Optimization
    2024/03/26 by Oscar Mañas, Pietro Astolfi, Mañas, Oscar +15 · 21 citations
    Computer Science · Social Sciences · #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Multimedia Communication and Technology
  6. Overcoming Language Priors in Visual Question Answering with Adversarial Regularization
    2018/10/08 by Sainandan Ramakrishnan, Ramakrishnan, Sainandan, Aishwarya Agrawal +3 · 7 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
  7. UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
    2025/03/19 by Shravan Nayak, Xiangru Jian, Nayak, Shravan +28 · 1 voice · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Video Surveillance and Tracking Methods #Virtual Reality Applications and Impacts #cs.AI #cs.CL #cs.CV
  8. Improving Automatic VQA Evaluation Using Large Language Models
    2023/10/04 by Oscar Mañas, Benno Krojer, Mañas, Oscar +3 · 6 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  9. Assessing and Learning Alignment of Unimodal Vision and Language Models
    2024/12/05 by Le Zhang, Qian Yang, Zhang, Le +3 · 2 voices · 8 citations
    Computer Science · Psychology · #Categorization, perception, and language #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Speech and dialogue systems #cs.CV
  10. C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset
    2017/04/26 by Aishwarya Agrawal, Aniruddha Kembhavi, Agrawal, Aishwarya +5 · 5 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  11. Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization
    2022/05/24 by Aishwarya Agrawal, Agrawal, Aishwarya, Ivana Kajić +11 · 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) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  12. REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
    2025/05/26 by Le Zhang, Zhang, Le, Bo Wang +7 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Logic, Reasoning, and Knowledge #Reinforcement Learning in Robotics
  13. An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics
    2023/05/24 by Saba Ahmadi, Ahmadi, Saba, Aishwarya Agrawal +1 · 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  14. Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
    2023/06/16 by Rabiul Awal, Le Zhang, Awal, Rabiul +3 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  15. MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model
    2023/10/20 by Le Zhang, Zhang, Le, Yihong Wu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
    2025/06/10 by Shravan Nayak, Mehar Bhatia, Nayak, Shravan +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Multimodal Machine Learning Applications
  17. Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison
    2024/07/10 by Qian Yang, Yang, Qian, Weixiang Yan +3 · 1 citation
    Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Speech and dialogue systems