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Marcel Kollovieh
Marcel Kollovieh
5
papers
122
total citations
papers (5)
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
NEURIPS 2023
arXiv
92
citations
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
ICLR 2025
arXiv
20
citations
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging
ICML 2025
arXiv
5
citations
Unlocking Point Processes through Point Set Diffusion
ICLR 2025
arXiv
5
citations
GeoDiffusion: A Training-Free Framework for Accurate 3D Geometric Conditioning in Image Generation
ICCV 2025
arXiv
0
citations