all AI news
ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation. (arXiv:2209.04145v3 [cs.CV] UPDATED)
Sept. 22, 2022, 1:15 a.m. | Zhengzhe Liu, Peng Dai, Ruihui Li, Xiaojuan Qi, Chi-Wing Fu
cs.CV updates on arXiv.org arxiv.org
Text-guided 3D shape generation remains challenging due to the absence of
large paired text-shape data, the substantial semantic gap between these two
modalities, and the structural complexity of 3D shapes. This paper presents a
new framework called Image as Stepping Stone (ISS) for the task by introducing
2D image as a stepping stone to connect the two modalities and to eliminate the
need for paired text-shape data. Our key contribution is a two-stage
feature-space-alignment approach that maps CLIP features to …
More from arxiv.org / cs.CV updates on arXiv.org
Jobs in AI, ML, Big Data
Data Scientist (m/f/x/d)
@ Symanto Research GmbH & Co. KG | Spain, Germany
Enterprise Data Architect
@ Pathward | Remote
Diagnostic Imaging Information Systems (DIIS) Technologist
@ Nova Scotia Health Authority | Halifax, NS, CA, B3K 6R8
Intern Data Scientist - Residual Value Risk Management (f/m/d)
@ BMW Group | Munich, DE
Analytics Engineering Manager
@ PlayStation Global | United Kingdom, London
Junior Insight Analyst (PR&Comms)
@ Signal AI | Lisbon, Lisbon, Portugal