Search Results for author: Yi Rong

Found 4 papers, 2 papers with code

CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers

1 code implementation3 Jan 2024 Yi Rong, Haoran Zhou, Lixin Yuan, Cheng Mei, Jiahao Wang, Tong Lu

Point cloud completion is an indispensable task for recovering complete point clouds due to incompleteness caused by occlusion, limited sensor resolution, etc.

Point Cloud Completion

ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning

1 code implementation26 Apr 2023 Yi Rong, Xiongbo Lu, Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

With this definition, the ESPT-augmented FSL objective promotes learning more transferable feature representations that capture the local spatial features of different images and their inter-relational structural information in each input episode, thus enabling the model to generalize better to new categories with only a few samples.

Few-Shot Image Classification Few-Shot Learning +1

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