Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words

Author:

Tang Chuan1,Yang Xi1,Wu Bojian2,Han Zhizhong3,Chang Yi1

Affiliation:

1. School of Artificial Intelligence, Jilin University,China

2. Zhejiang University

3. Wayne State University,The Department of Computer Science,USA

Funder

Young Scientists Fund

National Natural Science Foundation of China

Publisher

IEEE

Reference43 articles.

1. Multi-angle point cloud-vae:unsupervised feature learning for 3D point clouds from multiple angles by joint self-reconstruction and half-to-half prediction;han;Proc Int Conf on Computer Vision,0

2. Pointnet: Deep learning on point sets for 3d classification and segmentation;qi;Proc IEEE Conf on Computer Vision & Pattern Recognition,0

3. Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences

4. PartNet: A Large-Scale Benchmark for Fine-Grained and Hierarchical Part-Level 3D Object Understanding

5. Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. LidarCLIP or: How I Learned to Talk to Point Clouds;2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2024-01-03

2. TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval;2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2024-01-03

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