Zero-Shot

Blended Latent Diffusion

Omri Avrahami, Ohad Fried, Dani Lischinski

Journal SIGGRAPH 2023 Neural & Generative
Diffusion Model Image Editing Text-to-Image Latent Diffusion Zero-Shot

Cross-Image Attention for Zero-Shot Appearance Transfer

Yuval Alaluf, Daniel Garibi, Or Patashnik, Hadar Averbuch-Elor, Daniel Cohen-Or

Conference SIGGRAPH 2024 Neural & Generative
Appearance Transfer Cross-Image Attention Diffusion Model Zero-Shot Semantic Correspondence

ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation

Omar El Khalifi, Thomas Rossi, Oscar Fossey, Thibault Fouque, Ulysse Mizrahi, Philip Torr, Ivan Laptev, Fabio Pizzati, Baptiste Bellot-Gurlet

Conference SIGGRAPH 2026 Neural & Generative
Video Generation Camera Control Motion Control Zero-Shot Diffusion Model Human Animation 3D Human Pose

TopoCap: Learning Topology-Agnostic Motion Priors for Monocular Video-to-Animation

Cheng-Feng Pu, Jia-Peng Zhang, Meng-Hao Guo, Yan-Pei Cao, Shi-Min Hu

Conference SIGGRAPH 2026 Animation & Simulation
Motion Capture Motion Retargeting Flow Matching VAE Video-to-Animation Zero-Shot

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy

Conference SIGGRAPH Asia 2023 Image & Video
Video-to-Video Translation Diffusion Model Zero-Shot Temporal Consistency Optical Flow ControlNet

Text-Guided Texturing by Synchronized Multi-View Diffusion

Yuxin Liu, Minshan Xie, Hanyuan Liu, Tien-Tsin Wong

Conference SIGGRAPH Asia 2024 Neural & Generative
Texture Generation Diffusion Model Multi View Consistency Text-to-Texture Zero-Shot

DynVFX: Augmenting Real Videos with Dynamic Content

Danah Yatim, Rafail Fridman, Omer Bar-Tal, Tali Dekel

Conference SIGGRAPH Asia 2025 Neural & Generative
Text-to-Video Diffusion Model Video Editing Attention Manipulation Zero-Shot Vision-Language Model