Yasi Zhang
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
representation learning
(1)
compressed sensing
(1)
sample complexity
(1)
flow matching
(1)
image super-resolution
(1)
pac-bayes theory
(1)
regret bound
(1)
linear inverse problem
(1)
task distribution
(1)
lifelong reinforcement learning
(1)
maximum a posteriori estimation
(1)
generalization failure
(1)
entity-relation composition
(1)
world policy
(1)
tweedie's formula
(1)
abstract relations
(1)
distribution perturbations
(1)
phenomenon space
(1)
Papers
Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory
AISTATS 2025
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
NeurIPS 2024
Object-Conditioned Energy-Based Attention Map Alignment in Text-to-Image Diffusion Models
ECCV 2024
Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation
ECCV 2024