Search Results for author: Severi Rissanen

Found 2 papers, 1 papers with code

Generative Modelling With Inverse Heat Dissipation

1 code implementation21 Jun 2022 Severi Rissanen, Markus Heinonen, Arno Solin

While diffusion models have shown great success in image generation, their noise-inverting generative process does not explicitly consider the structure of images, such as their inherent multi-scale nature.

Disentanglement Image Generation +1

A Critical Look at the Consistency of Causal Estimation With Deep Latent Variable Models

no code implementations NeurIPS 2021 Severi Rissanen, Pekka Marttinen

Using deep latent variable models in causal inference has attracted considerable interest recently, but an essential open question is their ability to yield consistent causal estimates.

Causal Inference Open-Ended Question Answering

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