Bo Xia
3 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Optimization
(1)
Techniques
(1)
Keywords
sample efficiency
(1)
divergence minimization
(1)
direct preference optimization
(1)
data augmentation
(1)
text-to-image generation
(1)
visual reinforcement learning
(1)
neural network optimization
(1)
information entropy
(1)
deep neural network
(1)
lipschitz constant
(1)
activation function
(1)
human preference alignment
(1)
jensen-shannon divergence
(1)
human value alignment
(1)
generative diversity
(1)
correction regularized relu
(1)
Papers
Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions
ICLR 2025
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization
AAAI 2025
Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning
IJCAI 2022