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Ehsan Pajouheshgar

2 accepted papers

2023

DyNCA: Real-Time Dynamic Texture Synthesis Using Neural Cellular Automata

CVPR 2023poster

Current Dynamic Texture Synthesis (DyTS) models can synthesize realistic videos. However, they require a slow iterative optimization process to synthesize a single fixed-size short video, and they do not offer any post-training control over the synthesis process. We propose Dynamic Neural Cellular A…

Cited by 18SourcePDFScholar
2022

Optimizing Latent Space Directions for Gan-Based Local Image Editing

ICASSP 2022accepted

Generative Adversarial Network (GAN) based localized image editing can suffer from ambiguity between semantic at-tributes. We thus present a novel objective function to evaluate the locality of an image edit. By introducing the super-vision from a pre-trained segmentation network and optimizing the…

Cited by 0SourceScholar