Peer-Timo Bremer
6 papers · 2015–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
AAAI (2)
CVPR (1)
EMNLP (1)
ICCV (1)
JMLR (1)
Top co-authors
Keywords
unsupervised learning
(1)
causal inference
(1)
contrastive learning
(1)
image segmentation
(1)
ensemble learning
(1)
uncertainty quantification
(1)
attention mechanism
(1)
natural language inference
(1)
feature importance
(1)
deep learning
(1)
model interpretability
(1)
distribution shift
(1)
spectral analysis
(1)
randomized algorithm
(1)
ensemble method
(1)
prediction interval
(1)
generative adversarial network
(1)
bi-level optimization
(1)
calibration error
(1)
computed tomography
(1)
Papers
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences Between Pretrained Generative Models
CVPR 2023
Accurate and Robust Feature Importance Estimation under Distribution Shifts
AAAI 2021
Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors
AAAI 2020
Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension
EMNLP 2018
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms
JMLR 2018
A Randomized Ensemble Approach to Industrial CT Segmentation
ICCV 2015