Xiaobo Hu
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
CVPR (1)
IJCAI (1)
Top co-authors
Keywords
visual reinforcement learning
(2)
contrastive learning
(1)
sample efficiency
(1)
incremental learning
(1)
mutual information
(1)
normalizing flow
(1)
cross-domain generalization
(1)
recommender system
(1)
model update
(1)
sample reweighting
(1)
domain-invariant representation
(1)
policy consistency
(1)
image augmentation
(1)
overfitting prevention
(1)
incremental update
(1)
prediction performance
(1)
truncated return prediction
(1)
transformer predictor
(1)
information theory
(1)
defect localization
(1)
Papers
What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction
AAAI 2024
How to Learn Domain-Invariant Representations for Visual Reinforcement Learning: An Information-Theoretical Perspective
IJCAI 2024
PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow
CVPR 2023
Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract)
AAAI 2021