Search Results for author: Zhongyuan Jiang

Found 3 papers, 1 papers with code

CRS-Diff: Controllable Generative Remote Sensing Foundation Model

1 code implementation18 Mar 2024 Datao Tang, Xiangyong Cao, Xingsong Hou, Zhongyuan Jiang, Deyu Meng

The emergence of diffusion models has revolutionized the field of image generation, providing new methods for creating high-quality, high-resolution images across various applications.

Image Generation

Learn to Forget: Machine Unlearning via Neuron Masking

no code implementations24 Mar 2020 Yang Liu, Zhuo Ma, Ximeng Liu, Jian Liu, Zhongyuan Jiang, Jianfeng Ma, Philip Yu, Kui Ren

To this end, machine unlearning becomes a popular research topic, which allows users to eliminate memorization of their private data from a trained machine learning model. In this paper, we propose the first uniform metric called for-getting rate to measure the effectiveness of a machine unlearning method.

BIG-bench Machine Learning Federated Learning +2

DISCO: Influence Maximization Meets Network Embedding and Deep Learning

no code implementations18 Jun 2019 Hui Li, Mengting Xu, Sourav S. Bhowmick, Changsheng Sun, Zhongyuan Jiang, Jiangtao Cui

As the number of required samples have been recently proven to be lower bounded by a particular threshold that presets tradeoff between the accuracy and efficiency, the result quality of these traditional solutions is hard to be further improved without sacrificing efficiency.

Network Embedding

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