Publications

Severi Rissanen, RuiKang OuYang, Jiajun He, Wenlin Chen, Markus Heinonen, Arno Solin, José Miguel Hernández-Lobato (2025). Progressive Tempering Sampler with Diffusion. In ICML 2025.

Severi Rissanen, Markus Heinonen, Arno Solin (2024). Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs. In ICLR 2025.

Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg (2024). Alignment is Key for Applying Diffusion Models to Retrosynthesis. In ICLR 2025.

Severi Rissanen, Markus Heinonen, Arno Solin (2023). Improving Discrete Diffusion Models via Structured Preferential Generation. NeurIPS 2023 Workshop on Diffusion Models.

Severi Rissanen, Markus Heinonen, Arno Solin (2023). Generative Modelling With Inverse Heat Dissipation. In ICLR 2023.

PDF Cite Code Project Video

Severi Rissanen, Pekka Marttinen (2021). A Critical Look at the Consistency of Causal Estimation With Deep Latent Variable Models. In NeurIPS 2021.

PDF Cite Code Video