Felix Draxler
10 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (16)
π
Conference Polyglot
(4)
π
Academic Marathon
(7)
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Triple Crown
π
Century Club
(10)
Conferences
ICML (5)
AISTATS (2)
NIPS (2)
ICLR (1)
Top co-authors
Research topics
Keywords
neural network
(4)
generative model
(4)
normalizing flow
(3)
maximum likelihood
(3)
convergence rate
(2)
energy landscape
(1)
riemannian manifold
(1)
loss function
(1)
spectral bia
(1)
molecule generation
(1)
flow-based model
(1)
change of variable
(1)
maximum likelihood training
(1)
random rotation
(1)
dimensionality scaling
(1)
frequency function
(1)
free-form flow
(1)
generative modeling
(1)
coupling-based architecture
(1)
learning theory
(1)
Papers
TRADE: Transfer of Distributions between External Conditions with Normalizing Flows
AISTATS 2025
Variational Control for Guidance in Diffusion Models
ICML 2025
Free-form Flows: Make Any Architecture a Normalizing Flow
AISTATS 2024
Lifting Architectural Constraints of Injective Flows
ICLR 2024
On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows
ICML 2024
Learning Distributions on Manifolds with Free-Form Flows
NIPS 2024
On the Convergence Rate of Gaussianization with Random Rotations
ICML 2023
Whitening Convergence Rate of Coupling-based Normalizing Flows
NIPS 2022
On the Spectral Bias of Neural Networks
ICML 2019
Essentially No Barriers in Neural Network Energy Landscape
ICML 2018