FOVEA: Focused On-Demand Visual Evidence Adaptation for Cache-Friendly Multimodal Speculative Decoding
Focused On-demand Visual Evidence Adaptation is proposed, a cache-friendly approach that builds a reusable visual memory and dynamically retrieves a bounded subset for a draft state and demonstrates that state-conditioned evidence retrieval is an effective alternative to reusing a fixed visual representation throughout...