Marcel Kollovieh
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
Conferences
ICLR (2)
NIPS (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
diffusion model
(2)
image generation
(1)
style transfer
(1)
image editing
(1)
hierarchical clustering
(1)
synthetic data generation
(1)
time series forecasting
(1)
gradient descent optimization
(1)
generative model
(1)
probabilistic model
(1)
tree-sampling divergence
(1)
differentiable sampling
(1)
probabilistic forecasting
(1)
dasgupta cost
(1)
viewpoint consistency
(1)
drag-based editing
(1)
geometric conditioning
(1)
3d control
(1)
training-free framework
(1)
unsupervised learning
(1)
Papers
GeoDiffusion: A Training-Free Framework for Accurate 3D Geometric Conditioning in Image Generation
ICCV 2025
Unlocking Point Processes through Point Set Diffusion
ICLR 2025
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
ICLR 2025
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging
ICML 2025
Expected Probabilistic Hierarchies
NIPS 2024
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
NIPS 2023