GarmentCodeData: A dataset of 3D made-to-measure garments with sewing patterns

M Korosteleva, TL Kesdogan, F Kemper… - … on Computer Vision, 2024 - Springer
Recent research interest in learning-based processing of garments, from virtual fitting to
generation and reconstruction, stumbles on a scarcity of high-quality public data in the …

ChatGarment: Garment Estimation, Generation and Editing via Large Language Models

S Bian, C Xu, Y **u, A Grigorev, Z Liu, C Lu… - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce ChatGarment, a novel approach that leverages large vision-language models
(VLMs) to automate the estimation, generation, and editing of 3D garments from images or …

AIpparel: A Large Multimodal Generative Model for Digital Garments

K Nakayama, J Ackermann, TL Kesdogan… - arxiv preprint arxiv …, 2024 - arxiv.org
Apparel is essential to human life, offering protection, mirroring cultural identities, and
showcasing personal style. Yet, the creation of garments remains a time-consuming …

Disco4D: Disentangled 4D Human Generation and Animation from a Single Image

HE Pang, S Liu, Z Cai, L Yang, T Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
We present\textbf {Disco4D}, a novel Gaussian Splatting framework for 4D human
generation and animation from a single image. Different from existing methods, Disco4D …

Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics

X Li, C Yu, W Du, Y Jiang, T **e, Y Chen… - arxiv preprint arxiv …, 2025 - arxiv.org
Recent advances in large models have significantly advanced image-to-3D reconstruction.
However, the generated models are often fused into a single piece, limiting their applicability …