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The repository provides the official PyTorch implementation of TCVE, a method for editing videos with a temporal-consistent image diffusion model. It relies on pretrained Stable Diffusion models, encourages memory-efficient attention via xformers, and runs through a config-driven workflow that outputs edited videos to the output directory. The work is described in the ACM TOMM 2024 paper "Edit Temporal-Consistent Videos with Image Diffusion Model" and includes installation and usage guidance with citation information.
AI named TCVE in February 2026.