Autoregressive Model

AutoKeyframe: Autoregressive Keyframe Generation for Human Motion Synthesis and Editing

Bowen Zheng, Ke Chen, Yuxin Yao, Zijiao Zeng, Xinwei Jiang, He Wang, Joan Lasenby, Xiaogang Jin

Conference SIGGRAPH 2025 Human Motion Synthesis Keyframe Generation Autoregressive Model Diffusion Model Motion Editing

OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation

Si-Tong Wei, Rui-Huan Wang, Chuan-Zhi Zhou, Baoquan Chen, Peng-Shuai Wang

Conference SIGGRAPH 2025 Autoregressive Model 3D Shape Generation Octree Transformer VQVAE

One Model to Rig Them All: Diverse Skeleton Rigging with UniRig

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

Journal SIGGRAPH 2025 Auto Rigging Autoregressive Model Skeleton Prediction Skinning Weight Cross Attention Point Cloud 3D Animation

Order Matters: Learning Element Ordering for Graphic Design Generation

Bo Yang, Ying Cao

Journal SIGGRAPH 2025 Graphic Design Generative Model Element Ordering Autoregressive Model Layout Generation

ARTalk: Speech-Driven 3D Head Animation via Autoregressive Model

Xuangeng Chu, Nabarun Goswami, Ziteng Cui, Hanqin Wang, Tatsuya Harada

Conference SIGGRAPH Asia 2025 Speech-Driven Animation 3D Head Animation Autoregressive Model Motion Generation Facial Animation

Autoregressive Generation of Static and Growing Trees

Hanxiao Wang, Biao Zhang, Jonathan Klein, Dominik L. Michels, Dongming Yan, Peter Wonka

Conference SIGGRAPH Asia 2025 Tree Generation Autoregressive Model Hourglass Transformer 3D Generation Procedural Modeling

LayerPeeler: Autoregressive Peeling for Layer-wise Image Vectorization

Ronghuan Wu, Wanchao Su, Jing Liao

Conference SIGGRAPH Asia 2025 Image Vectorization Vector Graphics Vision-Language Models Diffusion Model Attention Control Autoregressive Model

LEGO-Maker: Autoregressive Image-Conditioned LEGO Model Creation

Jiahao Ge, Mingjun Zhou, Hao Xu, Hanyou Zheng, Chi-Wing Fu

Journal SIGGRAPH Asia 2025 LEGO Autoregressive Model Image Conditioned Generation 3D Modeling Brick Assembly Generative Model

LegoACE: Autoregressive Construction Engine for Expressive LEGO® Assemblies

Hao Xu, Yuqing Zhang, Yiqian Wu, Xinyan Zheng, Yu-Tao Liu, Xiangjun Tang, Yunhan Yang, Ding Liang, Ying-Tian Liu, Yuanchen Guo, Yanpei Cao, Xiaogang Jin

Conference SIGGRAPH Asia 2025 LEGO Assembly Autoregressive Model Generative Model 3D Generation Transformer

OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion

Yunhan Yang, Yufan Zhou, Yuan-Chen Guo, Zi-Xin Zou, Yukun Huang, Ying-Tian Liu, Hao Xu, Ding Liang, Yan-Pei Cao, Xihui Liu

Conference SIGGRAPH Asia 2025 3D Generation Part-Aware Generation Diffusion Model Autoregressive Model Rectified Flow

X-Actor: Emotional and Expressive Long-Range Portrait Acting from Audio

Chenxu Zhang, Zenan Li, Hongyi Xu, You Xie, Xiaochen Zhao, Tianpei Gu, Guoxian Song, Xin Chen, Chao Liang, Jianwen Jiang, Linjie Luo

Conference SIGGRAPH Asia 2025 Talking Head Generation Audio-Driven Animation Diffusion Model Autoregressive Model Portrait Animation