Severi Rissanen

14 papers A* 5Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization.
CoRR
Jatan Shrestha, Santeri Heiskanen, Kari Hepola, Severi Rissanen, Pekka Jääskeläinen, Joni Pajarinen
2025 A* conf
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models.
ICLR
Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg
2025 A* conf
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs.
ICLR
Severi Rissanen, Markus Heinonen, Arno Solin
2025 J jnl
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference.
CoRR
Yang Yang, Severi Rissanen, Paul E. Chang, Nasrulloh R. B. S. Loka, Daolang Huang, Arno Solin, Markus Heinonen, Luigi Acerbi
2025 A* conf
Progressive Tempering Sampler with Diffusion.
ICML
Severi Rissanen, Ruikang Ouyang, Jiajun He, Wenlin Chen, Markus Heinonen, Arno Solin, José Miguel Hernández-Lobato
2025 J jnl
Progressive Tempering Sampler with Diffusion.
CoRR
Severi Rissanen, Ruikang Ouyang, Jiajun He, Wenlin Chen, Markus Heinonen, Arno Solin, José Miguel Hernández-Lobato
2025 J jnl
Softly Constrained Denoisers for Diffusion Models.
CoRR
Victor M. Yeom-Song, Severi Rissanen, Arno Solin, Samuel Kaski, Mingfei Sun
2024 J jnl
Alignment is Key for Applying Diffusion Models to Retrosynthesis.
CoRR
Najwa Laabid, Severi Rissanen, Markus Heinonen, Arno Solin, Vikas Garg
2024 J jnl
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs.
CoRR
Severi Rissanen, Markus Heinonen, Arno Solin
2024 J jnl
Improving Discrete Diffusion Models via Structured Preferential Generation.
CoRR
Severi Rissanen, Markus Heinonen, Arno Solin
2023 A* conf
Generative Modelling with Inverse Heat Dissipation.
ICLR
Severi Rissanen, Markus Heinonen, Arno Solin
2022 J jnl
Generative Modelling With Inverse Heat Dissipation.
CoRR
Severi Rissanen, Markus Heinonen, Arno Solin
2021 J jnl
A Critical Look At The Identifiability of Causal Effects with Deep Latent Variable Models.
CoRR
Severi Rissanen, Pekka Marttinen
2021 A* conf
A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models.
NeurIPS
Severi Rissanen, Pekka Marttinen