Search results

[BUG] BarlowTwinsLoss with gather_distributed=True produces gradient which is off by 1/world_size under DDP

Status: Open.

#1977 In lightly-ai/lightly;

· saud5150 opened on Jul 9, 2026

DetCon Transform: Allow passing Callable for unsupervised segmentation

Status: Open.

#1972 In lightly-ai/lightly;

· liopeer opened on Jul 9, 2026

Implement VISReg (Variance-Invariance-Sketching Regularization) loss + examples

feature

feature request

help wanted

Status: Open.

#1960 In lightly-ai/lightly;

· gabrielfruet opened on Jul 2, 2026

Add DetConS examples

Status: Open.

#1957 In lightly-ai/lightly;

· saud5150 opened on Jul 1, 2026

Another paper connected to SIGreg loss and LeJepa

Status: Open.

#1949 In lightly-ai/lightly;

· MohamedFarag21 opened on Jun 19, 2026

Raise minimum supported Python version to 3.8

help wanted

package

Status: Open.

#1945 In lightly-ai/lightly;

· gabrielfruet opened on Jun 16, 2026

New paper as an extension of LeJEPA

Status: Open.

#1936 In lightly-ai/lightly;

· MohamedFarag21 opened on Jun 4, 2026

World models building blocks, starting with LeWM / Sub-JEPA

Status: Open.

#1934 In lightly-ai/lightly;

· RecreationalMath opened on Jun 1, 2026

[BUG] macOS: make test-fast hangs indefinitely

Status: Open.

#1917 In lightly-ai/lightly;

· RecreationalMath opened on Apr 23, 2026

Implement: Stochastic positional embeddings improve masked image modeling

Status: Open.

#1900 In lightly-ai/lightly;

· IgorSusmelj opened on Mar 4, 2026

LeJEPA

Status: Open.

#1888 In lightly-ai/lightly;

· MohamedFarag21 opened on Nov 12, 2025

lr_scheduler.step() must be called before optimizer.step()

Status: Open.

#1887 In lightly-ai/lightly;

· sravan953 opened on Nov 8, 2025