Python
shiyao-li/MAGICIAN
[CVPR 2026 (Oral)] MAGICIAN: Efficient Long-Term Planning with Imagined Gaussians for Active Mapping
★ 182
Stars
11 forks · 0 open issues
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Growth · stale
We stopped seeing this repository in its topic's top results, so its star count is frozen at the date it was last read. Subtracting from a frozen number would read as zero growth, which would be false, so no rate is shown.
15.9
Momentum / 100
see the breakdown below
7mo ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | — — no measurable rate |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 9.3 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 6.6 | 182 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 15.9 | capped at 35 because growth is unmeasured |
Detail
| Topics | 3d-gaussian-splatting3d-reconstructionactive-explorationactive-mappingcvpr2026explorationpath-planningroboticstrajectory-planning |
| Matched on | Robotics (robotics) |
| Short window | +0 stars over 9 days = 0.0/day |
| Long window | +1 stars over 23 days = 0.0/day |
| Lifetime average | 0.81 stars/day over 225 days |
| First seen here | 2026-10-13 |
| Last read | 11d ago |