conftrace_

Marten Lienen

6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🔥 Unstoppable (5)

Conferences

ICLR (3) ICML (2) NIPS (1)

Top co-authors

Stephan Günnemann (6) David Lüdke (3) Marin Biloš (1) Oleksandr Shchur (1) Leo Schwinn (1) Marcel Kollovieh (1) Johannes Gasteiger (1) Jan Hansen-Palmus (1) Abdullah Saydemir (1)

Keywords

density estimation (1) optimal transport (1) locality sensitive hashing (1) diffusion model (1) entropy regularization (1) denoising diffusion (1) embedding alignment (1) word embedding (1) temporal point process (1) word embedding alignment (1) sinkhorn iteration (1) graph neural network (1)

Papers

Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting ICLR 2025 UnHiPPO: Uncertainty-aware Initialization for State Space Models ICML 2025 From Zero to Turbulence: Generative Modeling for 3D Flow Simulation ICLR 2024 Add and Thin: Diffusion for Temporal Point Processes NIPS 2023 Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks ICLR 2022 Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More ICML 2021