α
Research
Alpha Leak
Conferences
Topics
Top Authors
Rankings
Browse All
EN
中
Home
/
Authors
/
Wieland Brendel
Wieland Brendel
1
Affiliations
Affiliations
University of Tübingen
17
papers
2,592
total citations
papers (17)
On Adaptive Attacks to Adversarial Example Defenses
NEURIPS 2020
arXiv
917
citations
Improving robustness against common corruptions by covariate shift adaptation
NEURIPS 2020
arXiv
593
citations
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
NEURIPS 2021
arXiv
363
citations
Partial success in closing the gap between human and machine vision
NEURIPS 2021
arXiv
267
citations
Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints
NEURIPS 2021
arXiv
83
citations
A Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions
ECCV 2020
arXiv
66
citations
Compositional Generalization from First Principles
NEURIPS 2023
arXiv
59
citations
Does CLIP’s generalization performance mainly stem from high train-test similarity?
ICLR 2024
arXiv
41
citations
How Well do Feature Visualizations Support Causal Understanding of CNN Activations?
NEURIPS 2021
arXiv
39
citations
Don't trust your eyes: on the (un)reliability of feature visualizations
ICML 2024
arXiv
37
citations
Embrace the Gap: VAEs Perform Independent Mechanism Analysis
NEURIPS 2022
arXiv
27
citations
Scale Alone Does not Improve Mechanistic Interpretability in Vision Models
NEURIPS 2023
arXiv
24
citations
Position: Understanding LLMs Requires More Than Statistical Generalization
ICML 2024
arXiv
22
citations
Increasing Confidence in Adversarial Robustness Evaluations
NEURIPS 2022
arXiv
22
citations
Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning
ICLR 2025
arXiv
15
citations
LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws
ICML 2025
arXiv
13
citations
VGGSounder: Audio-Visual Evaluations for Foundation Models
ICCV 2025
arXiv
4
citations