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Pavlo Chemerys

2 accepted papers

2023

Real-Time Neural Light Field on Mobile Devices

CVPR 2023poster

Recent efforts in Neural Rendering Fields (NeRF) have shown impressive results on novel view synthesis by utilizing implicit neural representation to represent 3D scenes. Due to the process of volumetric rendering, the inference speed for NeRF is extremely slow, limiting the application scenarios of…

2023

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds

NeurIPS 2023poster

Text-to-image diffusion models can create stunning images from natural language descriptions that rival the work of professional artists and photographers. However, these models are large, with complex network architectures and tens of denoising iterations, making them computationally expensive and…

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