CLIP2: Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data

Author:

Zeng Yihan1,Jiang Chenhan2,Mao Jiageng3,Han Jianhua1,Ye Chaoqiang1,Huang Qingqiu1,Yeung Dit-Yan2,Yang Zhen1,Liang Xiaodan4,Xu Hang1

Affiliation:

1. Huawei Noah's Ark Lab

2. Hong Kong University of Science and Technology

3. The Chinese University of Hong Kong

4. Sun Yat-san University

Publisher

IEEE

Reference44 articles.

1. Clip2point: Transfer clip to point cloud classification with image-depth pre-training;huang;ArXiv Preprint,2022

2. ModelNet: Towards a datacenter emulation environment

3. Semantic abstraction: Open-world 3d scene understanding from 2d vision-language models;ha;CoRL,2022

4. Revisiting point cloud classification: A new benchmark dataset and classification model on real-world data;angelina uy;ICCV,2019

5. Align before fuse: Vision and language representation learning with momentum distillation;li;NeurIPS,2021

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