Search Results for author: Jianjun Ge

Found 3 papers, 2 papers with code

Efficient Core-selecting Incentive Mechanism for Data Sharing in Federated Learning

no code implementations21 Sep 2023 Mengda Ji, Genjiu Xu, Jianjun Ge, Mingqiang Li

In this paper, we introduce a data sharing game model for federated learning and employ game-theoretic approaches to design a core-selecting incentive mechanism by utilizing a popular concept in cooperative games, the core.

Federated Learning

Deep Discriminative Spatial and Temporal Network for Efficient Video Deblurring

1 code implementation CVPR 2023 Jinshan Pan, Boming Xu, Jiangxin Dong, Jianjun Ge, Jinhui Tang

In contrast to existing methods that directly align adjacent frames without discrimination, we develop a deep discriminative spatial and temporal network to facilitate the spatial and temporal feature exploration for better video deblurring.

Deblurring

Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring

1 code implementation CVPR 2023 Lingshun Kong, Jiangxin Dong, Mingqiang Li, Jianjun Ge, Jinshan Pan

We present an effective and efficient method that explores the properties of Transformers in the frequency domain for high-quality image deblurring.

 Ranked #1 on Image Deblurring on GoPro (using extra training data)

Deblurring Decoder +3

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