Multimodality Helps Few-Shot 3D Point Cloud Semantic Segmentation

Z An, G Sun, Y Liu, R Li, M Wu, MM Cheng… - arxiv preprint arxiv …, 2024 - arxiv.org
Few-shot 3D point cloud segmentation (FS-PCS) aims at generalizing models to segment
novel categories with minimal annotated support samples. While existing FS-PCS methods …

Dynamic Taylor Convolutional Neural Network for Few-Shot Point Cloud Semantic Segmentation

C Wang, X Fang, LIU Zhonghang, Z Hu, X Gao… - openreview.net
Few-shot Point cloud semantic segmentation remains a challenge in the field of computer
vision due to the limitations of the pre-training learning paradigm and insufficient local …