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Aleksei Ivakhnenko

3 accepted papers

2023

FIANCEE: Faster Inference of Adversarial Networks via Conditional Early Exits

CVPR 2023poster

Generative DNNs are a powerful tool for image synthesis, but they are limited by their computational load. On the other hand, given a trained model and a task, e.g. faces generation within a range of characteristics, the output image quality will be unevenly distributed among images with different c…

Cited by 8SourcePDFScholar
2020

Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars

ECCV 2020poster

We propose a neural rendering-based system that creates head avatars from a single photograph. Our approach models a person's appearance by decomposing it into two layers. The first layer is a pose-dependent coarse image that is synthesized by a small neural network. The second layer is defined by a…