Search results

New SSL method: Franca (Nested Matryoshka Clustering)

Status: Open.

#2010 In lightly-ai/lightly;

· lorinczszabolcs opened on Jul 30, 2026

Use InterpolationMode.BICUBIC instead of magic interpolation values in transforms

Status: Open.

#2009 In lightly-ai/lightly;

· gabrielfruet opened on Jul 30, 2026

LeJEPA loss missing contributions from global views?

bug

confirmed

Status: Open.

#2002 In lightly-ai/lightly;

· djm2131 opened on Jul 25, 2026

Migrate unittest.TestCase to pytest-style test classes

enhancement

good first issue

help wanted

Status: Open.

#1987 In lightly-ai/lightly;

· gabrielfruet opened on Jul 22, 2026

New SSL method: CAPI (Cluster and Predict Latent Patches)

feature

Status: Open.

#1985 In lightly-ai/lightly;

· lorinczszabolcs opened on Jul 22, 2026

Proper distributed tests

advanced

enhancement

help wanted

Status: Open.

Feature

#1982 In lightly-ai/lightly;

· liopeer opened on Jul 14, 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