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20202023
most citedFairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons

4 citations · 12 across the 5 of their papers we have counts for

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cs.CR2023★ 1 cited

Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process

Sen Peng, Yufei Chen, Cong Wang +1

Diffusion models have rapidly become a vital part of deep generative architectures, given today's increasing demands. Obtaining large, high-performance diffusion models demands sig…

cs.LG2023

CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement

Xuanqi Gao, Juan Zhai, Shiqing Ma +3

Due to the model aging problem, Deep Neural Networks (DNNs) need updates to adjust them to new data distributions. The common practice leverages incremental learning (IL), e.g., Cl…