LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics · HackerPapers discussions

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics — mentioned by feelingsonice

Fri, 10 Jul 2026 17:55:41 GMT

LeCun's new paper takes a new approach to building JEPA, which he named LeJEPA -- https://arxiv.org/abs/2511.08544 It's not that different in the underlying theory but he removes the EMA and the twin tower, makes the whole thing more straightforward.

Paper and discussion history. A mention is not an endorsement.

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics — HN submission

Tue, 18 Nov 2025 02:58:31 GMT

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics

68 points; 18 discussion replies on HN. Paper and source history. A submission is not an endorsement.

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics — mentioned by verdverm

Thu, 13 Nov 2025 20:07:09 GMT

Link to actual arxiv instead of a substack page masquerading as arxiv https://arxiv.org/abs/2511.08544

Paper and discussion history. A mention is not an endorsement.

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics — HN submission

Thu, 13 Nov 2025 14:26:06 GMT

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics — HN submission

Wed, 12 Nov 2025 18:17:05 GMT

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics

5 points; 2 discussion replies on HN. Paper and source history. A submission is not an endorsement.