Current VLMs depend on tightly aligned curated data and cannot exploit the weakly-aligned egocentric video signals that dominate naturalistic infant input.
Dinov2 meets text: A unified framework for image-and pixel-level vision-language alignment
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EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data
Current VLMs depend on tightly aligned curated data and cannot exploit the weakly-aligned egocentric video signals that dominate naturalistic infant input.