jepa 开源项目推荐（275 个）

lightly-ai /lightly

一个用于图像自监督学习的 Python 库。

galilai-group /stable-worldmodel

一个用于可复现世界模型研究与评估的平台

Gen-Verse /RSI-Anything

RSI-Anything: Unlocking Recursive Self-Improvement with World Models

Gen-Verse /JEPA-Anything

JEPA-Anything: Learning Predictive Models across Different Worlds

tinystruct /tinystruct

一个轻量级、模块化的 Java 应用框架，面向 Web 和 CLI 开发，专为 AI 集成和基于插件的架构而设计。使开发者能够轻松创建稳健的解决方案，以构建高效且可扩展的应用。

MinghaoFu /lewam

LeWAM: End-to-End World and Action Modeling with JEPAs

ZhiChengAIR /Chengling-PWM

首个机器人原生 JEPA 物理世界模型。

jrz97619761 /test-model-thing

A small proof-of-concept language model (not an LLM) that aims to incorporate latent-space prediction, internal state using recurrent trace units, and byte-by-byte output, built with MLX.

keon /jepa

实现联合嵌入预测架构（JEPA）的最小版本

zju3dv /INTACT-JEPA

INTACT: Isomorphic Intent-to-Action Learning for Search-Free World Models.

NiluK /worldmodels101

免费的人工智能世界模型互动课程。九个可视化章节，涵盖预测、潜在动力学、规划、JEPA、视频模型和失效模式。

agentic-learning-ai-lab /adajepa

Official code for AdaJEPA: An Adaptive Latent World Model

lucidrains /x-jepa

Explorations into some of the approaches advocated by Yann LeCun, and just a more wholistic architecture (JEPA) in general

AbdelStark /worldforge

用于为物理 AI 系统构建基于世界模型的工作流的 Harness 框架。

ymxlzgy /FoundAD

[ICLR 2026] 论文《基础视觉编码器是秘密的少量样本异常检测器》的实现

JosefAlbers /vl-jepa

MLX 中的 VL-JEPA（视觉-语言联合嵌入预测架构）

LumenPallidium /jepa

Experiments in Joint Embedding Predictive Architectures (JEPAs).

Hai-chao-Zhang /ThinkJEPA

[NeurIPS 2026] ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model

DavidSunok /CLEAR-LeWM

An auditable and reproducible evaluation suite for LeWM-compatible latent world models, with official-compatible and difficulty-controlled protocols.

genbio-ai /genbio-pathfm

GenBio-PathFM is a histopathology foundation model from GenBio AI.