https://www.solosoft.dev/tags/iccv-2025/Recent content in ICCV 2025 on SoloSoftHugoen-usFri, 01 May 2026 00:00:00 +0000https://www.solosoft.dev/post/vace-video-creation-2026/Fri, 01 May 2026 00:00:00 +0000https://www.solosoft.dev/post/vace-video-creation-2026/<p>Video generation and editing have traditionally been handled by separate models &ndash; one model for text-to-video, another for video stylization, yet another for inpainting. This fragmentation makes it difficult to build comprehensive video production pipelines and forces practitioners to learn multiple model interfaces. <strong>VACE</strong> (Video All-to-All Creation and Editing) eliminates this problem by unifying all video creation and editing tasks in a single diffusion transformer model.</p> <p>Accepted at ICCV 2025, VACE is the work of Alibaba&rsquo;s Tongyi Lab. The key insight behind VACE is that video creation and editing tasks share a common underlying structure: they all involve generating or modifying video content based on some combination of reference frames, text descriptions, and mask information. By designing a unified conditioning mechanism, VACE can handle all of these tasks without task-specific model variants.</p>