[T-PAMI 2025] PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm
active 2024-09-10 → 2026-06-29 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 658 days from 2024-09-10 to 2026-06-29. Pushes: 1 total, peak 1 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 14 total, peak 2 in a day. Comments: 21 total, peak 9 in a day. Stars: 32 total, peak 1 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| HaoyiZhu | 21 | 1 | 0 | 12 |
| qiuzidian | 6 | 0 | 0 | 3 |
| RayYoh | 5 | 0 | 0 | 4 |
| NielsRogge | 2 | 0 | 0 | 2 |
| RobinLiuZX | 1 | 0 | 0 | 0 |
| Yummy198913 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#31HaoyiZhu2025-11-17 02:12For the object point cloud
- Issue comment#29NielsRogge2025-09-30 06:40Release PonderV2 checkpoints on Hugging Face
- Issue comment#29NielsRogge2025-09-29 12:34Release PonderV2 checkpoints on Hugging Face
- Issue#29HaoyiZhu2025-09-29 11:18Release PonderV2 checkpoints on Hugging Face
- Issue#30HaoyiZhu2025-09-29 11:18About the use of pre-trained models
- Issue comment#30HaoyiZhu2025-06-12 07:38About the use of pre-trained models
- Issue#28Yummy1989132025-04-16 02:51About the pretrain-finetune setup
- Issue comment#26qiuzidian2025-01-19 10:25question about input of spconv_unet_v1m3_pdnorm
- Issue#26qiuzidian2025-01-19 10:25question about input of spconv_unet_v1m3_pdnorm
- Issue comment#26HaoyiZhu2025-01-19 10:09question about input of spconv_unet_v1m3_pdnorm
- Issue comment#26qiuzidian2025-01-18 13:11question about input of spconv_unet_v1m3_pdnorm
- Issue#26qiuzidian2025-01-18 13:11question about input of spconv_unet_v1m3_pdnorm
- Issue comment#26qiuzidian2025-01-18 13:05question about input of spconv_unet_v1m3_pdnorm
- Issue#26qiuzidian2025-01-18 13:05question about input of spconv_unet_v1m3_pdnorm
- Issue comment#26HaoyiZhu2025-01-18 09:17question about input of spconv_unet_v1m3_pdnorm
- Issue#23HaoyiZhu2025-01-05 15:16Unsupervised Pre-training Results
- Issue#24HaoyiZhu2025-01-05 15:16I encountered a question when preprocessing the structured3d dataset
- Issue comment#25RayYoh2024-12-17 06:35Inquiry about the preprocess of ScanNet
- Issue#25RayYoh2024-12-17 06:35Inquiry about the preprocess of ScanNet
- Issue comment#25HaoyiZhu2024-12-17 02:48Inquiry about the preprocess of ScanNet
- Issue comment#25RayYoh2024-12-14 10:32Inquiry about the preprocess of ScanNet
- Issue comment#25HaoyiZhu2024-12-14 07:24Inquiry about the preprocess of ScanNet
- Issue comment#25HaoyiZhu2024-12-13 07:45Inquiry about the preprocess of ScanNet
- Issue comment#25RayYoh2024-12-13 07:29Inquiry about the preprocess of ScanNet
- Issue comment#25HaoyiZhu2024-12-13 07:05Inquiry about the preprocess of ScanNet
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 32 stars here means stars gained during the window, not the repo's star count.