Huminhao Zhu
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AAAI (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
diffusion model
(2)
sampling method
(2)
image generation
(1)
probabilistic modeling
(1)
variational inference
(1)
bayesian inference
(1)
image editing
(1)
markov chain monte carlo
(1)
particle-based inference
(1)
hessian approximation
(1)
second-order optimization
(1)
exact inversion
(1)
image interpolation
(1)
linear multi-step
(1)
stochastic method
(1)
particle-based variational inference
(1)
image inversion
(1)
semi-hamiltonian gradient flow
(1)
information-fisher-rao metric
(1)
functional dissipation
(1)
Papers
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin
ICCV 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space
ICML 2025
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models
NIPS 2024
GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework
AAAI 2024