What is recorded here?
Predicted target-block embeddings from informative context blocks with a joint-embedding predictive architecture and multi-block masking, learning image features without handcrafted view-augmentation invariances.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits joint-embedding/teacher-student representation prediction; does not reconstruct pixels or establish a complete physical world model. No view augmentation does not mean no masking/cropping design choices.
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People and systems
Mahmoud Assran; Quentin Duval; Ishan Misra; Piotr Bojanowski; Pascal Vincent; Michael Rabbat; Yann LeCun; Nicolas Ballas
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English catalogue narrative
I-JEPA: context-to-target image-block representation prediction
Predicted target-block embeddings from informative context blocks with a joint-embedding predictive architecture and multi-block masking, learning image features without handcrafted view-augmentation invariances.
Scientific scope
Inherits joint-embedding/teacher-student representation prediction; does not reconstruct pixels or establish a complete physical world model. No view augmentation does not mean no masking/cropping design choices.
People and systems
Mahmoud Assran; Quentin Duval; Ishan Misra; Piotr Bojanowski; Pascal Vincent; Michael Rabbat; Yann LeCun; Nicolas Ballas