Fengchun Qiao
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (4)
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π
Trend Setter
β
The Questioner
Conferences
CVPR (3)
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
domain generalization
(2)
out-of-distribution generalization
(2)
bayesian learning
(1)
bayesian inference
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
adversarial training
(1)
distributionally robust
(1)
distributionally robust optimization
(1)
vision-language model
(1)
model generalization
(1)
uncertainty estimation
(1)
out-of-distribution robustness
(1)
bayesian meta-learning
(1)
explanation method
(1)
question-answer pair
(1)
domain augmentation
(1)
single domain generalization
(1)
robust model
(1)
data-driven explanation
(1)
Papers
Structure-informed Risk Minimization for Robust Ensemble Learning
ICML 2025
SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
NIPS 2024
Ensemble Pruning for Out-of-distribution Generalization
ICML 2024
Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
CVPR 2023
Topology-aware Robust Optimization for Out-of-Distribution Generalization
ICLR 2023
Uncertainty-Guided Model Generalization to Unseen Domains
CVPR 2021
Learning to Learn Single Domain Generalization
CVPR 2020