14 citations · 45 across the 10 of their papers we have counts for
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cs.CV2022★ 14 cited
Few-shot Image Generation with Diffusion Models
Jingyuan Zhu, Huimin Ma, Jiansheng Chen +1
Denoising diffusion probabilistic models (DDPMs) have been proven capable of synthesizing high-quality images with remarkable diversity when trained on large amounts of data. Howev…
cs.CV2022★ 11 cited
Few-shot Image Generation via Masked Discrimination
Jingyuan Zhu, Huimin Ma, Jiansheng Chen +1
Few-shot image generation aims to generate images of high quality and great diversity with limited data. However, it is difficult for modern GANs to avoid overfitting when trained…