Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."
active 2025-03-16 → 2026-06-14 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 456 days from 2025-03-16 to 2026-06-14. Pushes: 97 total, peak 10 in a day. Pull requests: 8 total, peak 4 in a day. Issues: 62 total, peak 9 in a day. Comments: 35 total, peak 5 in a day. Stars: 0 total, peak 0 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 |
|---|---|---|---|---|
| kutayeroglu | 202 | 97 | 8 | 35 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#92kutayeroglu2026-05-03 16:06Come up with different masking methods
- Issue comment#89kutayeroglu2026-04-20 12:31Train model with multinoise(ratio=0.5) enc scale [0.95, 1.0]
- Issue#88kutayeroglu2026-04-11 08:41Inspect accuracy discrepancy between .err & .out logs in multi-GPU linear probing
- Issue comment#84kutayeroglu2026-04-01 17:39Remove linear scaling of hyperparameters use same evaluation setting to see whether performance improves
- Issue#83kutayeroglu2026-03-22 13:35Parser for calculating average iteration time
- Issue#72kutayeroglu2026-03-20 12:04Add CLI arg: model_path for linear probing
- Issue#81kutayeroglu2026-03-16 20:24Automate execution of linear probing
- Issue comment#76kutayeroglu2026-03-06 19:37Make linear probing runnable on MN5
- Issue#75kutayeroglu2026-03-01 12:17Get linear probing results for MN5: 37102468 and 37102565
- Issue#74kutayeroglu2026-03-01 12:08Add `color_mask_ratio` to CLI, and passable with yaml
- Issue#74kutayeroglu2026-03-01 12:08Add `color_mask_ratio` to CLI, and passable with yaml
- Issue#40kutayeroglu2026-02-28 11:56Implement proposed masking strategy
- Issue#72kutayeroglu2026-02-23 12:25Add CLI arg: model_path for linear probing
- Issue#72kutayeroglu2026-02-23 12:25Add CLI arg: model_path for linear probing
- Issue#72kutayeroglu2026-02-23 12:25Add CLI arg: model_path for linear probing
- Issue#72kutayeroglu2026-02-23 12:25Add CLI arg: model_path for linear probing
- Issue#72kutayeroglu2026-02-23 12:25Add CLI arg: model_path for linear probing
- Pull request#71kutayeroglu2026-02-23 11:59
- Pull request#71kutayeroglu2026-02-23 11:59
- Pull request#71kutayeroglu2026-02-23 11:59
- Issue comment#70kutayeroglu2026-02-20 10:02Inspect multiblock.py for implementation details
- Issue comment#47kutayeroglu2026-02-20 08:06Why does training logs go under .err slurm outputs?
- Issue comment#68kutayeroglu2026-02-20 08:03Get ImageNet1K on MN5
- Issue#69kutayeroglu2026-02-18 07:38Get executable environemnt on MN5
- Issue comment#59kutayeroglu2026-02-18 07:38Run main training and linear probing on TRUBA
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 0 stars here means stars gained during the window, not the repo's star count.