DreamStone: Image as a Stepping Stone for Text-Guided 3D Shape Generation

Author:

Liu Zhengzhe1ORCID,Dai Peng2ORCID,Li Ruihui3ORCID,Qi Xiaojuan2ORCID,Fu Chi-Wing1ORCID

Affiliation:

1. Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong

2. Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong

3. College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China

Funder

Research Grants Council of the Hong Kong Special Administrative Region

General Research Fund of Hong Kong

Hong Kong Research Grant Council - Early Career Scheme

General Research Fund

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference50 articles.

1. Controllable text-to-image generation;li;Proc Int Conf Neural Inf Process,2019

2. ClipMatrix: Text-controlled creation of 3D textured meshes;jetchev,2021

3. Mind the gap: Understanding the modality gap in multi-modal contrastive representation learning;liang;Proc NeurIPS,2022

4. ManiGAN: Text-Guided Image Manipulation

5. Zero-shot text-guided object generation with drefam fields;jain;Proc IEEE Conf Comput Vis Pattern Recognit,2022

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