Rafal Karczewski
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
diffusion model
(2)
generative model
(2)
generalization bound
(1)
molecular graph
(1)
equivariant graph neural network
(1)
structure-based drug design
(1)
protein-ligand complex
(1)
continuous normalizing flow
(1)
stochastic sampling
(1)
graph neural network
(1)
score alignment
(1)
prior guidance
(1)
denoising distribution
(1)
high-density region
(1)
density guidance
(1)
regularizer
(1)
empirical generalization gap
(1)
spectral norm
(1)
ε-normalization
(1)
likelihood estimation
(1)
Papers
Devil is in the Details: Density Guidance for Detail-Aware Generation with Flow Models
ICML 2025
Diffusion Models as Cartoonists: The Curious Case of High Density Regions
ICLR 2025
What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much?
AISTATS 2025
On the Generalization of Equivariant Graph Neural Networks
ICML 2024