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Andrey Zharkov

2 accepted papers

2024

E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation

ICML 2024poster

One highly promising direction for enabling flexible real-time on-device image editing is utilizing data distillation by leveraging large-scale text-to-image diffusion models to generate paired datasets used for training generative adversarial networks (GANs). This approach notably alleviates the st…

Cited by 8SourcePDFScholar
2024

Efficient Training with Denoised Neural Weights

ECCV 2024poster

"Good weight initialization serves as an effective measure to reduce the training cost of a deep neural network (DNN) model. The choice of how to initialize parameters is challenging and may require manual tuning, which can be time-consuming and prone to human error. To overcome such limitations, th…

Cited by 0SourcePDFScholar