Scholar
Manuel Cherep
Google Scholar ID: bFWJ7YgAAAAJ
PhD Student, Massachusetts Institute of Technology
Machine Learning
Generative Models
Audio
Agents
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Citations & Impact
All-time
Citations
113
H-index
5
i10-index
3
Publications
12
Co-authors
7
list available
Publications
8 items
Learning to Clarify Underspecified Intents Under Limited Interaction
2026
Cited
0
Probing Perceptual Priors of MLLMs via Gibbs Sampling with Interpretable Generative Controls
2026
Cited
0
Visual Persuasion: What Influences Decisions of Vision-Language Models?
2026
Cited
0
A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments
2025
Cited
0
Discovering Interpretable Concepts in Large Generative Music Models
2025
Cited
0
LLM Agents Are Hypersensitive to Nudges
2025
Cited
0
Bridging the Data Provenance Gap Across Text, Speech and Video
arXiv.org · 2024
Cited
0
Contrastive Learning from Synthetic Audio Doppelgangers
arXiv.org · 2024
Cited
1
Co-authors
5 total
Nikhil Singh
Assistant Professor, Dartmouth College
Jean-Philippe Thiran
Ecole Polytechnique Fédérale de Lausanne (EPFL)
Pattie Maes
Professor of Media Arts and Sciences, MIT
Shayne Longpre
MIT, Stanford, Apple
Alex `Sandy' Pentland
Professor MIT
