Jens Behrmann
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (6)
🐝
Cross-Pollinator
(11)
👑
Triple Crown
Conferences
ICML (3)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
normalizing flow
(2)
density estimation
(2)
maximum likelihood
(2)
invertible residual network
(2)
gradient computation
(1)
generative model
(1)
generative modeling
(1)
adversarial example
(1)
flow-based model
(1)
bi-lipschitz constraint
(1)
change of variable
(1)
invertible neural network
(1)
sensitivity-based attack
(1)
invariance-based attack
(1)
adversarial perturbation
(1)
adversarial robustness
(1)
model robustness
(1)
adversarial training
(1)
Papers
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
ICML 2025
Understanding and Mitigating Exploding Inverses in Invertible Neural Networks
AISTATS 2021
Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations
ICML 2020
Residual Flows for Invertible Generative Modeling
NIPS 2019
Excessive Invariance Causes Adversarial Vulnerability
ICLR 2019
Invertible Residual Networks
ICML 2019