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Maxim Panov

13 papers hereh-index 695 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • cs.LG5
same name
  • Maxim Panov — 30 papers, h 19
  • Maxim Panov — 20 papers, h 8
  • Maxim Panov — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedFrom Risk to Uncertainty: Generating Predictive Uncertainty Measures via Bayesian Estimation

2 citations · 3 across the 12 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

One-Step Generation via Riemannian Wasserstein Gradient Flows

David Li, Chanhyuk Lee, Jaehoon Yoo +7

Recently, Drifting Models and Wasserstein Gradient Flows have attracted substantial attention because they move iterative distributional refinement to training and amortize it into…

cs.LG2026

Optimizers for Diffusion Models: A Controlled Benchmark

Arman Bolatov, Egor Shulgin, David Li +6

Discrete diffusion models now match autoregressive language models on several benchmarks, while the question of how best to train them has received far less attention: the optimize…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.