[CVPR 2025] FLAIR: VLM with Fine-grained Language-informed Image Representations
active 2025-01-12 → 2026-04-27 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 471 days from 2025-01-12 to 2026-04-27. Pushes: 9 total, peak 2 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 15 total, peak 3 in a day. Comments: 13 total, peak 2 in a day. Stars: 50 total, peak 2 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 |
|---|---|---|---|---|
| sean-xr | 21 | 8 | 0 | 8 |
| lvyiwei1 | 3 | 0 | 0 | 1 |
| Graysonggg | 3 | 0 | 0 | 1 |
| HeiWangXiao | 2 | 0 | 0 | 1 |
| ByeongJuWoo | 2 | 0 | 0 | 1 |
| salaniz | 1 | 1 | 0 | 0 |
| Howuhh | 1 | 0 | 0 | 0 |
| 554773162 | 1 | 0 | 0 | 1 |
| rorschach-xiao | 1 | 0 | 0 | 0 |
| jo-member | 1 | 0 | 0 | 0 |
| showstarpro | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#18ByeongJuWoo2025-11-06 05:21Code/Notebook for open vocabulary segmentation
- Issue comment#18ByeongJuWoo2025-11-06 05:21Code/Notebook for open vocabulary segmentation
- Issue comment#175547731622025-10-02 09:43Download links for SA-1B dataset are invalid
- Issue comment#17sean-xr2025-09-26 11:29Download links for SA-1B dataset are invalid
- Issue#5sean-xr2025-08-26 15:25Code to visualize the attention map
- Issue#13sean-xr2025-08-23 13:07About retrieval task
- Issue comment#16sean-xr2025-08-13 11:36regarding `mps loss`: (B, B*K) or (B, B+K-1)
- Issue comment#14sean-xr2025-07-13 19:100
- Issue#14sean-xr2025-07-13 19:100
- Issue comment#15lvyiwei12025-07-13 15:18Question about f_AttnPool 's Wq, Wk and Wv
- Issue#15lvyiwei12025-07-13 15:18Question about f_AttnPool 's Wq, Wk and Wv
- Issue#15lvyiwei12025-07-13 03:42Question about f_AttnPool 's Wq, Wk and Wv
- Issue comment#14HeiWangXiao2025-07-10 07:180
- Issue#14HeiWangXiao2025-07-10 07:06HELP! ((FileNotFoundError(2, 'No such file or directory', 'flair-main/preprocess/datasets/cc3m/00197.tar')).)
- Issue comment#13sean-xr2025-07-09 08:39About retrieval task
- Issue comment#12Graysonggg2025-06-26 05:31Maximum Input Length of 77 Tokens Observed on Long-retrieval Dataset
- Issue#12Graysonggg2025-06-26 05:31Maximum Input Length of 77 Tokens Observed on Long-retrieval Dataset
- Issue#12Graysonggg2025-06-25 12:44Maximum Input Length of 77 Tokens Observed on Long-retrieval Dataset
- Issue#8sean-xr2025-04-26 11:53init_logit_scale with np.log(1 / 0.07)
- Issue#9rorschach-xiao2025-04-24 01:12long caption split
- Issue#8jo-member2025-04-17 01:59init_logit_scale with np.log(1 / 0.07)
- Issue comment#7sean-xr2025-04-10 22:13Is it possible to run this model in a google colab?
- Issue comment#6sean-xr2025-04-04 22:00Unable to reproduce FLAIR paper results with provided configuration
- Issue#6sean-xr2025-04-04 22:00Unable to reproduce FLAIR paper results with provided configuration
- Issue#6showstarpro2025-04-03 02:22Unable to reproduce FLAIR paper results with provided configuration
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 50 stars here means stars gained during the window, not the repo's star count.