Maxim Panov
Scholar

Maxim Panov

Google Scholar ID: BqDhGJQAAAAJ
Assistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Machine LearningStatistics
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Citations & Impact
All-time
Citations
1,489
 
H-index
22
 
i10-index
39
 
Publications
20
 
Co-authors
47
list available
Publications
28 items
One-Step Generation via Riemannian Wasserstein Gradient Flows
2026
Cited
0
IDRF: Inverse-Distilled Reward Fine-tuning of Masked Discrete Diffusion Models
2026
Cited
0
Optimizers for Diffusion Models: A Controlled Benchmark
2026
Cited
0
MIRAGE: Defending Long-Form RAG Against Misinformation Pollution
2026
Cited
0
Uncertainty Quantification for Large Language Diffusion Models
2026
Cited
0
Position: agentic AI orchestration should be Bayes-consistent
2026
Cited
0
Adaptive Conformal Prediction for Improving Factuality of Generations by Large Language Models
2026
Cited
0
Why Don't You Know? Evaluating the Impact of Uncertainty Sources on Uncertainty Quantification in LLMs
2026
Cited
0
Co-authors
17 total
Artem Shelmanov
Artem Shelmanov
MBZUAI
Alexander Panchenko
Alexander Panchenko
Associate Professor for Natural Language Processing
Kirill Fedyanin
Kirill Fedyanin
Yandex
Nikita Kotelevskii
Nikita Kotelevskii
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Evgenii Tsymbalov
Evgenii Tsymbalov
Amazon AGI
Eric Moulines
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Timothy Baldwin
Timothy Baldwin
MBZUAI and The University of Melbourne
Akim Tsvigun
Akim Tsvigun
Senior ML Architect @ Nebius AI