Carl-Johann Simon-Gabriel
13 papers · 2015–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (9) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(33)
π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Keyword Champion
(3)
π
Century Club
(13)
π
Trend Setter
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(52)
Conferences
ICML (3)
JMLR (3)
NIPS (3)
ICCV (2)
ICLR (2)
Top co-authors
Keywords
maximum mean discrepancy
(3)
weak convergence
(3)
reproducing kernel hilbert space
(2)
slot attention
(2)
kernel mean embedding
(2)
probability measure
(2)
adversarial attack
(2)
self-supervised learning
(2)
model calibration
(1)
out-of-distribution generalization
(1)
transfer learning
(1)
hypothesis testing
(1)
probability distribution
(1)
adversarial robustness
(1)
query efficiency
(1)
object localization
(1)
variational inference
(1)
multiple object tracking
(1)
probabilistic programming
(1)
stochastic process
(1)
Papers
Targeted Separation and Convergence with Kernel Discrepancies
JMLR 2024
Robust NAS under adversarial training: benchmark, theory, and beyond
ICLR 2024
Metrizing Weak Convergence with Maximum Mean Discrepancies
JMLR 2023
Object-Centric Multiple Object Tracking
ICCV 2023
Unsupervised Open-Vocabulary Object Localization in Videos
ICCV 2023
Bridging the Gap to Real-World Object-Centric Learning
ICLR 2023
Assaying Out-Of-Distribution Generalization in Transfer Learning
NIPS 2022
PopSkipJump: Decision-Based Attack for Probabilistic Classifiers
ICML 2021
First-Order Adversarial Vulnerability of Neural Networks and Input Dimension
ICML 2019
Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions
JMLR 2018
AdaGAN: Boosting Generative Models
NIPS 2017
Consistent Kernel Mean Estimation for Functions of Random Variables
NIPS 2016
Removing systematic errors for exoplanet search via latent causes
ICML 2015