Severi Rissanen

According to our database, Severi Rissanen authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization.

Jatan Shrestha, Santeri Heiskanen, Kari Hepola, Severi Rissanen, Pekka Jääskeläinen, Joni Pajarinen

CoRR, February, 2026

2025

Softly Constrained Denoisers for Diffusion Models.

Victor M. Yeom-Song, Severi Rissanen, Arno Solin, Samuel Kaski, Mingfei Sun

CoRR, December, 2025

PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference.

Yang Yang, Severi Rissanen, Paul E. Chang, Nasrulloh R. B. S. Loka, Daolang Huang, Arno Solin, Markus Heinonen, Luigi Acerbi

CoRR, October, 2025

Progressive Tempering Sampler with Diffusion.

Severi Rissanen, Ruikang Ouyang, Jiajun He, Wenlin Chen, Markus Heinonen, Arno Solin, José Miguel Hernández-Lobato

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs.

Severi Rissanen, Markus Heinonen, Arno Solin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models.

Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Improving Discrete Diffusion Models via Structured Preferential Generation.

Severi Rissanen, Markus Heinonen, Arno Solin

CoRR, 2024

Alignment is Key for Applying Diffusion Models to Retrosynthesis.

Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg

CoRR, 2024

2023

Generative Modelling with Inverse Heat Dissipation.

Severi Rissanen, Markus Heinonen, Arno Solin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

A Critical Look At The Identifiability of Causal Effects with Deep Latent Variable Models.

Severi Rissanen, Pekka Marttinen

CoRR, 2021

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

Severi Rissanen, Pekka Marttinen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021