Roland S. Zimmermann
11 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π§ Keyword Pioneer π Academic Marathon (5) π Conference Polyglot (5) π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π€
Dynamic Duo
(11)
β
The Questioner
π
Century Club
(11)
π₯
Unstoppable
(6)
Conferences
ICML (4)
NIPS (4)
AISTATS (1)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
neural network
(2)
generative model
(2)
adversarial robustness
(1)
independent component analysis
(1)
self-supervised learning
(1)
neural network interpretability
(1)
model analysis
(1)
theoretical analysis
(1)
convolutional neural network
(1)
feature visualization
(1)
mechanistic interpretability
(1)
model scaling
(1)
adversarial example
(1)
object-centric representation
(1)
vision model
(1)
robustness evaluation
(1)
explainable artificial intelligence
(1)
attack evaluation
(1)
representational identifiability
(1)
defense evaluation
(1)
Papers
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models
ICML 2025
In Search of Forgotten Domain Generalization
ICLR 2025
InfoNCE: Identifying the Gap Between Theory and Practice
AISTATS 2025
Donβt trust your eyes: on the (un)reliability of feature visualizations
ICML 2024
Measuring Per-Unit Interpretability at Scale Without Humans
NIPS 2024
Provably Learning Object-Centric Representations
ICML 2023
Scale Alone Does not Improve Mechanistic Interpretability in Vision Models
NIPS 2023
Increasing Confidence in Adversarial Robustness Evaluations
NIPS 2022
How Well do Feature Visualizations Support Causal Understanding of CNN Activations?
NIPS 2021
Contrastive Learning Inverts the Data Generating Process
ICML 2021
A Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions
ECCV 2020