Minmin Yi — accepted AI-conference papers

2025

TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers

Chuanrui Zhang, Yingshuang Zou, Zhuoling Li, Minmin Yi, Haoqian Wang

AAAI 2025technical

Compared with previous 3D reconstruction methods like Nerf, recent Generalizable 3D Gaussian Splatting (G-3DGS) methods demonstrate impressive efficiency even in the sparse-view setting. However, the promising reconstruction performance of existing G-3DGS methods relies heavily on accurate multi-vie…

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2023

FedSD: A New Federated Learning Structure Used in Non-iid Data

Minmin Yi, Houchun Ning, Peng Liu

ICASSP 2023accepted

One of the most challenging problems in federated learning is the convergence speed problem caused by heterogeneity. We propose a novel structure called FedSD, a new method to accelerate the model convergence. We change the one-stage-cycle iteration structure to a 2-stage-cycle one to get the latest…

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