1st Workshop on Journey to the Awards: Generative AI for Movie-Grade Video Production (J2A)

TransAnimate: Taming Layer Diffusion to Generate RGBA Video

Xuewei Chen,

Zhimin Chen,

Yiren Song

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2026_CVPR, author = {Chen, Xuewei and Chen, Zhimin and Song, Yiren}, title = {TransAnimate: Taming Layer Diffusion to Generate RGBA Video}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6083-6092} }

CreativeVR: Diffusion-Prior-Guided Approach for Structure and Motion Restoration in Generative and Real Videos

Tejas Panambur,

Ishan Rajendrakumar Dave,

Chongjian Ge,

Ersin Yumer,

Xue Bai

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Panambur_2026_CVPR, author = {Panambur, Tejas and Dave, Ishan Rajendrakumar and Ge, Chongjian and Yumer, Ersin and Bai, Xue}, title = {CreativeVR: Diffusion-Prior-Guided Approach for Structure and Motion Restoration in Generative and Real Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {6093-6103} }