VQ-VAE

MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations

Heyuan Yao, Zhenhua Song, Yuyang Zhou, Tenglong Ao, Baoquan Chen, Libin Liu

Journal SIGGRAPH 2024 Animation & Simulation

Physics-Based Motion Control VQ-VAE Discrete Motion Representation Model-Based Reinforcement Learning Character Animation Text-to-Motion Large Language Models Residual Vector Quantization

DuetGen: Music Driven Two-Person Dance Generation via Hierarchical Masked Modeling

Anindita Ghosh, Bing Zhou, Rishabh Dabral, Jian Wang, Vladislav Golyanik, Christian Theobalt, Philipp Slusallek, Chuan Guo

Conference SIGGRAPH 2025 Animation & Simulation

Motion Synthesis Music To Dance Two-Person Motion VQ-VAE Masked Transformer

SimArt: Decomposing Monolithic Meshes into Sim-ready Articulated Assets via MLLM

Chuanrui Zhang, Minghan Qin, Yuang Wang, Baifeng Xie, Hang Li, Ziwei Wang

Conference SIGGRAPH 2026 Neural & Generative

MLLM Articulated Object 3D Generation VQ-VAE Embodied AI URDF

Neural Categorical Priors for Physics-Based Character Control

Qingxu Zhu, He Zhang, Mengting Lan, Lei Han

Journal SIGGRAPH Asia 2023 Animation & Simulation

Physics-Based Character Control Reinforcement Learning VQ-VAE Motion Prior Character Animation Multi-Agent

L3DG: Latent 3D Gaussian Diffusion

Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Angela Dai, Matthias Nießner

Conference SIGGRAPH Asia 2024 Neural & Generative

3D Gaussian Splatting Latent Diffusion VQ-VAE Generative 3D