Brenden Lake
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126
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2026
Continual Visual and Verbal Learning Through a Child's Egocentric Input
The paper introduces BabyCL, a continual multimodal learning framework that processes egocentric video data in a single chronological pass, demonstrating that meaningful word-referent mappings can be learned under training conditions closely mimicking a child's continuous experience.
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cs.CVcs.AIcs.CLRecentJun 3, 2026
Continual Visual and Verbal Learning Through a Child's Egocentric Input
Xiaoyang Jiang, Yanlai Yang, Kenneth A. Norman, Brenden Lake +1 more
The paper introduces BabyCL, a continual multimodal learning framework that processes egocentric video data in a single chronological pass, demonstrating that meaningful word-referent mappings can be…
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