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Francisco Vargas

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:51 AM AMS

3

papers

59

total citations

papers (3)

Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling

Transport meets Variational Inference: Controlled Monte Carlo Diffusions

Gradient Variance Reveals Failure Modes in Flow-Based Generative Models

NEURIPS 2025arXiv