Shaobin Zhuang
10 papers · 2024–2025 · 6 venues · across top CS/AI venues
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Research topics
Deep Learning
(8)
Models
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Computer Vision
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Generation
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Artificial Intelligence
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Core AI
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Machine Learning
(4)
Mathematics & Optimization
(2)
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Learning Types Β· Deep Learning
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Analysis
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Mathematics
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Optimization
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Optimization & Theory
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Keywords
diffusion model
(4)
multi-agent system
(2)
video diffusion model
(2)
temporal consistency
(2)
video generation
(2)
image restoration
(1)
transfer learning
(1)
few-shot learning
(1)
knowledge distillation
(1)
video prediction
(1)
multimodal learning
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3d vision
(1)
video super-resolution
(1)
3d scene understanding
(1)
domain generalization
(1)
approximation error
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hessian approximation
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markov chain monte carlo
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second-order optimization
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text-to-image generation
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Papers
DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations
ICCV 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space
ICML 2025
Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration
AAAI 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision
ICML 2025
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin
ICCV 2025
V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents
CVPR 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat
CVPR 2025
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction
ICLR 2024
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration
NeurIPS 2024
Vlogger: Make Your Dream A Vlog
CVPR 2024