Paper Notes

标签: self-supervised-learning

此标签下有15条笔记。

2026年5月
VGGT-Ω
2026年5月
Why pure vision isn’t scaling
2026年3月
Representation Learning for Spatiotemporal Physical Systems
2026年3月
Utonia: Toward One Encoder for All Point Clouds
2026年2月
A Lightweight Library for Energy-Based Joint-Embedding Predictive Architectures
2026年2月
Rectified LpJEPA: Joint-Embedding Predictive Architectures with Sparse and Maximum-Entropy Representations
2025年11月
LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics
2025年10月
Gaussian Embeddings: How JEPAs Secretly Learn Your Data Density
2024年12月
Video Representation Learning with Joint-Embedding Predictive Architectures
2024年3月
Learning and Leveraging World Models in Visual Representation Learning
2024年2月
Revisiting Feature Prediction for Learning Visual Representations from Video
2023年7月
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features
2023年6月
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence
2023年1月
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
2022年11月
Joint Embedding Predictive Architectures Focus on Slow Features

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