Jayneel Parekh

1. Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization
   2023/05/11 by Jayneel Parekh, Sanjeel Parekh, Parekh, Jayneel +7 · 3 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
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. Flexible and Context-Specific AI Explainability: A Multidisciplinary\n Approach
   2020/03/13 by Valérie Beaudouin, Beaudouin, Valérie, Isabelle Bloch +15 · 1 citation
   Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning
4. DiMaS: Distribution Matching for Steering Vision-Language-Action Models
   2026/07/15 by Pegah Khayatan, Sara Meziane, Jayneel Parekh +1
   #cs.RO #cs.LG