Mishra, Aditi
- ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives
2021/03/06 by Jian Zhao, Zhao, Jian, Shenyu Xu +15 · 4 citations
Computer Science · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
- ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective
2022/04/04 by Jinbin Huang, Aditi Mishra, Huang, Jinbin +5 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Explainable Artificial Intelligence (XAI) #Data Visualization and Analytics #Cell Image Analysis Techniques
- Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks
2023/11/09 by Aditi Mishra, Sajjadur Rahman, Mishra, Aditi +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Why? Why not? When? Visual Explanations of Agent Behavior in Reinforcement Learning
2021/04/06 by Aditi Mishra, Mishra, Aditi, Utkarsh Soni +5 · 1 citation
Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Reinforcement Learning in Robotics
- PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models
2023/04/04 by Aditi Mishra, Mishra, Aditi, Utkarsh Soni +9 · 1 citation
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale
2024/04/03 by Jinbin Huang, Huang, Jinbin, Chen Chen +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)