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标签: non-generative
此标签下有7条笔记。
2026年7月16日
Understanding Physical Dynamics with Counterfactual World Modeling
world-model
self-supervised
masked-prediction
video-transformer
counterfactual-reasoning
physical-dynamics
vit
physion-benchmark
non-generative
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
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
Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation
jepa
world-model
self-supervised
music
audio
representation-learning
stem-separation
non-generative
retrieval
ismir
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
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
world-model
jepa
self-supervised
video
action-conditioned
zero-shot-planning
robot-manipulation
predictive-embedding
non-generative
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