Experiments in Joint Embedding Predictive Architectures (JEPAs).
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Updated
Jan 5, 2024 - Python
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jepa
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👆PyTorch Implementation of JEDi Metric described in "Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality"
computer-vision jedi mmd fvd video-generation video-representation-learning video-quality-assessment jepa video-metrics
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Dec 8, 2024 - Python
A simple and efficient implementation of Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture (I-JEPA)
computer-vision representation-learning self-supervised-learning self-distillation joint-embedding jepa i-jepa
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Aug 16, 2024 - Python
A Video Joint Embedding Predictive Architecture (JEPA) that runs on a personal computer.
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Nov 8, 2024 - Python
Train a JEPA world model on a set of pre-collected trajectories from a toy environment involving an agent in two rooms.
deep-learning recurrent-networks linear-probing curriculum-learning energy-based-model self-supervised-learning spatial-embeddings vicreg jepa world-model joint-embedding-prediction-architecture agent-trajectory latent-prediction
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Dec 17, 2024 - Python
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