Scholar
Jayneel Parekh
Google Scholar ID: CF7ncpUAAAAJ
ISIR, Sorbonne Université
Citations & Impact
Citations
286
H-index
8
i10-index
7
Publications
18
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Analyzing Fine-tuning Representation Shift for Multimodal LLMs Steering' accepted at ICCV 2025.
- Paper 'Wavelet Explainability' accepted at ICML 2025.
- Paper 'Restyling Unsupervised Concept Based Interpretable Networks with Generative Models' accepted at ICLR 2025.
- Paper 'A Concept-Based Explainability Framework for Large Multimodal Models' accepted at NeurIPS 2024.
- Paper 'Tackling interpretability in audio classification networks with non-negative matrix factorization' published in IEEE/ACM TASLP (2023).
- Paper 'Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF' (L2I) accepted at NeurIPS 2022; awarded 2nd prize for STIC Best Scientific Contribution 2023.
- Paper 'A Framework to Learn with Interpretation' (FLINT) accepted at NeurIPS 2021.
- Named Top Reviewer at NeurIPS 2023.
- Co-organized workshops including the ICCV 2025 Workshop on Explainable Computer Vision and the 'Robustness, Fairness and Explainability' workshop at ELLIS Unconference 2023.
