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PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm

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I appreciate the method in ponderv2 very much, and any plan to release the code and the model weight about 3D object detection?

Hi, thanks for your great work. I am trying to use your work as a frozen rendering module, but I haven't found the code about Image Synthesis From Point Clouds....

Hello, thank you for your great work! I have collection of point cloud data that I want to test using your pre-trained model checkpoint. Can I use them without training...

Hi, Haoyi. Thanks for your great work. Recently, I find that PonderV2 gets a better performance of semantic segmentation on ScanNet++. I also have tried to use the official toolkit...

We note that your excellent work yielded very competitive results, but the paper does not show detailed per-class IoU results for S3DIS 6-fold. We would appreciate it if you could...

Hi, Thank you for the wonderful work. I was wanting to replicate your DTU image synthesis from point cloud experiments. My questions were as follows : 1) You mentioned using...

Hi, thank you so much for sharing your great work. I want to build a new job in your code. I found that the checkpoint you released can reproduce 77.0%...

Hi @HaoyiZhu 🤗 Niels here from the open-source team at Hugging Face. I discovered your work on Arxiv and was wondering whether you would like to submit it to [hf.co/papers](https://hf.co/papers)...