# zhuang2002/Self\_Gradient\_Forcing

<https://repo.masters-masters.com/en/repos/zhuang2002/Self_Gradient_Forcing>

[Home](https://repo.masters-masters.com/en) › [zhuang2002](https://repo.masters-masters.com/en/owners/zhuang2002) › [Self\_Gradient\_Forcing](https://repo.masters-masters.com/en/repos/zhuang2002/Self_Gradient_Forcing)

zhuang2002/Self\_Gradient\_Forcing has 165 stars on GitHub. Its RepoMasters card: Prototype tier. Self Gradient Forcing (SGF) recovers the missing…

| Field | Value |
| --- | --- |
| Owner | [zhuang2002](https://repo.masters-masters.com/en/owners/zhuang2002) |
| Stars | 165 |
| Forks | 4 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [zhuang2002/Self\_Gradient\_Forcing](https://github.com/zhuang2002/Self_Gradient_Forcing) |

## Repository

Self Gradient Forcing (SGF) recovers the missing context-gradient path for self-generated causal memory through a bounded two-pass replay, enabling models trained with only a 5-second window to extrapolate to minute-scale videos with stronger identity, layout, and temporal stability.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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