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Home/Authors/Marcel Kollovieh

Marcel Kollovieh

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 14, 2026, 11:22 PM AMS

5

papers

122

total citations

papers (5)

Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting

NEURIPS 2023arXiv

Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting

Efficient Time Series Processing for Transformers and State-Space Models through Token Merging

Unlocking Point Processes through Point Set Diffusion

GeoDiffusion: A Training-Free Framework for Accurate 3D Geometric Conditioning in Image Generation