The Vision-Language Alignment Problem
Exploring the challenge of aligning visual and textual representations in multimodal AI systems.
5 min readConcept
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multimodal
Explore machine learning concepts related to multimodal. Clear explanations and practical insights.
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Concepts Related to multimodal
The Modality Gap
Understanding the fundamental separation between visual and textual representations in multimodal models.
6 min readConcept
Multimodal Scaling Laws
Understanding how vision-language models scale with data, parameters, and compute following empirical power laws.
5 min readConcept
Vision-Language Adapters: Parameter-Efficient Multimodal Fine-tuning
Exploring LoRA, adapters, and other parameter-efficient methods for fine-tuning large vision-language models.
8 min readConcept