Viet Nguyen
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Methods
(2)
Models
(2)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Keywords
diffusion model
(2)
image generation
(2)
reinforcement learning
(2)
sequential decision making
(1)
text-to-image generation
(1)
subpopulation shift
(1)
posterior sampling
(1)
online decision making
(1)
risk minimization
(1)
value function approximation
(1)
optimistic exploration
(1)
bayesian regret
(1)
eluder dimension
(1)
generative model
(1)
regret bound
(1)
empirical baye
(1)
meta-reinforcement learning
(1)
expert demonstration
(1)
model-free reinforcement learning
(1)
classifier-free guidance
(1)
Papers
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift
ICML 2025
Supercharged One-step Text-to-Image Diffusion Models with Negative Prompts
ICCV 2025
On Inference Stability for Diffusion Models
AAAI 2024
Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
NeurIPS 2024
Randomized Exploration in Reinforcement Learning with General Value Function Approximation
ICML 2021