Search Results for author: Ruiyang Jin

Found 5 papers, 0 papers with code

Approximate Global Convergence of Independent Learning in Multi-Agent Systems

no code implementations30 May 2024 Ruiyang Jin, Zaiwei Chen, Yiheng Lin, Jie Song, Adam Wierman

Independent learning (IL), despite being a popular approach in practice to achieve scalability in large-scale multi-agent systems, usually lacks global convergence guarantees.

Sparse-view CT Reconstruction with 3D Gaussian Volumetric Representation

no code implementations25 Dec 2023 Yingtai Li, Xueming Fu, Shang Zhao, Ruiyang Jin, S. Kevin Zhou

Sparse-view CT is a promising strategy for reducing the radiation dose of traditional CT scans, but reconstructing high-quality images from incomplete and noisy data is challenging.

Novel View Synthesis

LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis

no code implementations21 Nov 2023 Peiang Zhao, Han Li, Ruiyang Jin, S. Kevin Zhou

We further propose a Padding Token Constraint (PTC) to leverage the semantic information embedded in previously neglected padding tokens, improving the consistency between object appearance and layout instructions.

Image Generation

Zeroth-Order Feedback-Based Optimization for Distributed Demand Response

no code implementations1 Nov 2023 Ruiyang Jin, Yujie Tang, Jie Song

Distributed demand response is a typical distributed optimization problem that requires coordination among multiple agents to satisfy demand response requirements.

Distributed Optimization

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