2 papers
cs.CV2024
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
Siming Yan, Yuqi Yang, Yuxiao Guo +5
Masked autoencoders (MAE) have recently been introduced to 3D self-supervised pretraining for point clouds due to their great success in NLP and computer vision. Unlike MAEs used i…
cs.CV2024
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding
Yu-Qi Yang, Yu-Xiao Guo, Yang Liu
Data diversity and abundance are essential for improving the performance and generalization of models in natural language processing and 2D vision. However, 3D vision domain suffer…