Search Results for author: Honggu Zhou

Found 3 papers, 1 papers with code

PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding

no code implementations22 Nov 2022 Honggu Zhou, Xiaogang Peng, Jiawei Mao, Zizhao Wu, Ming Zeng

To solve it, we proposed PointCMC, a novel cross-modal method to model multi-scale correspondences across modalities for self-supervised point cloud representation learning.

3D Object Classification Representation Learning

Improvements to Self-Supervised Representation Learning for Masked Image Modeling

no code implementations21 May 2022 Jiawei Mao, Xuesong Yin, Yuanqi Chang, Honggu Zhou

The MIM paradigm enables the model to learn the main object features of the image by masking the input image and predicting the masked part by the unmasked part.

Representation Learning

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