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标签: latent-prediction
此标签下有7条笔记。
2026年7月16日
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture (I-JEPA)
jepa
self-supervised
world-model
vision-transformer
latent-prediction
non-generative
masking
representation-learning
2026年7月16日
Learning and Leveraging World Models in Visual Representation Learning
jepa
world-model
self-supervised-learning
vision-transformer
equivariant-representation
predictor-finetuning
latent-prediction
representation-learning
2026年7月16日
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud
jepa
self-supervised
point-cloud
3d-vision
latent-prediction
non-generative
masking
representation-learning
transformer
2026年7月16日
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data
jepa
self-supervised
tabular-data
latent-prediction
non-contrastive
representation-learning
transformer
masking
regularization-token
2026年7月16日
Revisiting Feature Prediction for Learning Visual Representations from Video (V-JEPA)
jepa
world-model
self-supervised
video-representation
latent-prediction
non-generative
masking
vision-transformer
frozen-evaluation
lecun
样本
2026年7月16日
Intuitive physics understanding emerges from self-supervised pretraining on natural videos
jepa
world-model
intuitive-physics
violation-of-expectation
self-supervised
latent-prediction
video-representation
multimodal-llm-baseline
lecun
2026年7月16日
JEPA 谱系：I-JEPA · V-JEPA · V-JEPA 2 · DINO-WM · 非生成预测式世界模型
jepa
world-model
self-supervised
latent-prediction
non-generative
i-jepa
v-jepa
dino-wm
deep-dive