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标签: lecun
此标签下有6条笔记。
2026年7月16日
A Path Towards Autonomous Machine Intelligence
world-model
jepa
energy-based-model
self-supervised-learning
cognitive-architecture
vicreg
hierarchical-planning
position-paper
lecun
2026年7月16日
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
world-model
jepa
dinov2
latent-dynamics
model-predictive-control
zero-shot-planning
offline
patch-features
non-reconstructive
lecun
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
LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics
jepa
ssl
self-supervised
isotropic-gaussian
sigreg
epps-pulley
lecun
balestriero
collapse-free
2026年7月16日
Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models
jepa
world-model
offline-rl
planning
mpc
latent-dynamics
goal-conditioned
trajectory-stitching
lecun
vicreg