Marcel Kollovieh

According to our database1, Marcel Kollovieh authored at least 9 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
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1
2
3
4
5
3
1
2
1
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Unlocking Point Processes through Point Set Diffusion.
CoRR, 2024

Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting.
CoRR, 2024

Efficient Time Series Processing for Transformers and State-Space Models through Token Merging.
CoRR, 2024

Expected Probabilistic Hierarchies.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Assessing Robustness via Score-Based Adversarial Image Generation.
CoRR, 2023

Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models.
IEEE Trans. Medical Imaging, 2022

U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images.
CoRR, 2022

2021
Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina.
CoRR, 2021


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