Huminhao Zhu

4 papers · 2024–2025 · 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 · Silver 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) ICCV (1) ICML (1) NeurIPS (1)

Top co-authors

Hanbin Zhao (4) Fangyikang Wang (4) Chao Zhang (4) Hui Qian (4) Chen Li (3) Hubery Yin (3) Shaobin Zhuang (2) Lei Qian (2) Yinan Li (2) Yilin Zhang (1)

Research topics

Deep Learning (4) Models (4) Computer Vision (2) Machine Learning (2) Mathematics & Optimization (2) Generation (2) Optimization & Theory · Machine Learning (2) Bayesian & Probabilistic (1) Mathematics (1) Optimization (1) Optimization & Theory · Deep Learning (1) Processing (1)

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) approximation error (1) second-order optimization (1) score network (1) exact inversion (1) image interpolation (1) linear multi-step (1) stochastic method (1) matrix-vector multiplication (1) particle-based variational inference (1) outer product (1)

Papers

Efficiently Access Diffusion Fisher: Within the Outer Product Span Space ICML 2025 Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin ICCV 2025 BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models NeurIPS 2024 GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework AAAI 2024