mlvlab / SageMix

Official Implementation (PyTorch) of "SageMix: Saliency-Guided Mixup for Point Clouds", NeurIPS 2022

SageMix: Saliency-Guided Mixup for Point Clouds

Official Implementation (PyTorch) of SageMix, (NeurIPS 2022). (OpenReview) (Arxiv)

Sanghyeok Lee^1*, Minkyu Jeon^1*, Injae Kim¹, Yunyang Xiong², Hyunwoo J. Kim^1†.
¹Korea University ²Meta Reality Labs

Usage

• See pointcloud for point cloud processing.

License

Licensed under MIT License

Copyright (c) 2022 MLV Lab (Machine Learning and Vision Lab at Korea University)

Citation

If you find this code useful for your work, please consider citing:

@InProceedings{lee2022sagemix,
    title     = {SageMix: Saliency-Guided Mixup for Point Clouds},
    author    = {Sanghyeok Lee and 
                 Minkyu Jeon and
                 Injae Kim and 
                 Yunyang Xiong and 
                 Hyunwoo J. Kim},
    booktitle = {Advances in Neural Information Processing Systems},
    year      = {2022}
}