MLLM

MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills

Niladri Shekhar Dutt, Duygu Ceylan, Niloy J. Mitra

Journal SIGGRAPH 2025 Image & Video
Image Retouching MLLM Procedural Editing Visual Puzzles Skill Learning Interpretability Edit Sequence

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