search

zhaoxin94 / awesome-domain-adaptation

A collection of AWESOME things about domian adaptation
MIT License
5.13k stars 872 forks source link

Request to add multi-source DA paper for 3D object detection #149

Closed darrenjkt closed 11 months ago

darrenjkt commented 1 year ago

Hi,

Thanks for maintaining this repository. I have taken lots of inspiration from the papers you've collated!

I was wondering if you could add our work on multi-source DA that achieves SOTA in UDA for 3D object detection. We are the first approach in UDA for 3D object detection to leverage multiple pre-trained detectors and is able to generalize to lidars of any point cloud density. Our work shows significant improvements over state of the art.

Title: MS3D++: Ensemble of Experts for Multi-Source Unsupervised Domain Adaptation in 3D Object Detection Paper link: https://arxiv.org/abs/2308.05988 Code: https://github.com/darrenjkt/ms3d

zhaoxin94 commented 11 months ago

Very interesting and impressive work! I have added the paper to the list.