Andrea Pilzer
8 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(29)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
CVPR (4)
WACV (2)
ACL (1)
ECCV (1)
Top co-authors
Keywords
uncertainty quantification
(3)
epistemic uncertainty
(2)
image classification
(2)
aleatoric uncertainty
(2)
knowledge distillation
(1)
machine translation
(1)
speech recognition
(1)
depth estimation
(1)
monocular depth estimation
(1)
image reconstruction
(1)
model adaptation
(1)
deep learning
(1)
stereo matching
(1)
diffusion model
(1)
deep neural network
(1)
bayesian neural network
(1)
bug fixing
(1)
pretrained model
(1)
calibration error
(1)
visual odometry
(1)
Papers
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation
CVPR 2025
Fixing Overconfidence in Dynamic Neural Networks
WACV 2024
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
CVPR 2024
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP
ACL 2024
Expansion of Visual Hints for Improved Generalization in Stereo Matching
WACV 2023
Uncertainty-Guided Source-Free Domain Adaptation
ECCV 2022
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation
CVPR 2019
Viraliency: Pooling Local Virality
CVPR 2017