Khayatan, Pegah

1. A Concept-Based Explainability Framework for Large Multimodal Models
   2024/06/12 by Jayneel Parekh, Pegah Khayatan, Parekh, Jayneel +7 · 9 citations
   Computer Science · #Advanced Text Analysis 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) #Semantic Web and Ontologies
2. Analyzing Finetuning Representation Shift for Multimodal LLMs Steering
   2025/01/06 by Pegah Khayatan, Mustafa Shukor, Khayatan, Pegah +5 · 6 citations
   Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Power Systems and Technologies #Algorithms and Data Compression #Glycosylation and Glycoproteins Research
3. Learning to Steer: Input-dependent Steering for Multimodal LLMs
   2025/08/18 by Parekh, Jayneel, Khayatan, Pegah, Shukor, Mustafa +3 · 3 citations
   #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)
4. ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable
   2024/09/12 by Yuan Yin, Pegah Khayatan, Yin, Yuan +7 · 1 citation
   Computer Science · Engineering · Psychology · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO)