Steffen Schneider
11 papers · 2019–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (8) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Century Club
(11)
Conferences
ICLR (3)
NIPS (2)
AISTATS (1)
CLEAR (1)
ICML (1)
INTERSPEECH (1)
MICCAI (1)
WACV (1)
Top co-authors
Keywords
generative model
(2)
domain adaptation
(2)
image classification
(1)
contrastive learning
(1)
continual learning
(1)
benchmark evaluation
(1)
image generation
(1)
domain generalization
(1)
transfer learning
(1)
pose estimation
(1)
independent component analysis
(1)
self-supervised learning
(1)
speech recognition
(1)
batch normalization
(1)
test-time adaptation
(1)
model adaptation
(1)
corruption robustness
(1)
out-of-distribution generalization
(1)
theoretical analysis
(1)
covariate shift
(1)
Papers
Sparse autoencoders reveal selective remapping of visual concepts during adaptation
ICLR 2025
Time-series attribution maps with regularized contrastive learning
AISTATS 2025
CytoSAE: Interpretable Cell Embeddings for Hematology
MICCAI 2025
Self-supervised contrastive learning performs non-linear system identification
ICLR 2025
RDumb: A simple approach that questions our progress in continual test-time adaptation
NIPS 2023
Unsupervised Object Learning via Common Fate
CLEAR 2023
Pretraining Boosts Out-of-Domain Robustness for Pose Estimation
WACV 2021
Contrastive Learning Inverts the Data Generating Process
ICML 2021
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
ICLR 2020
Improving robustness against common corruptions by covariate shift adaptation
NIPS 2020
wav2vec: Unsupervised Pre-Training for Speech Recognition
INTERSPEECH 2019