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Deep Pre-Alignment for VLMs

cs.CV · 2026-05-14 · unverdicted · novelty 6.0

Deep Pre-Alignment uses a small VLM perceiver instead of ViT to pre-align visual features with LLM text space, yielding 1.9-3.0 point gains on multimodal benchmarks and 32.9% less language forgetting.

A Survey on Multimodal Large Language Models

cs.CV · 2023-06-23 · accept · novelty 3.0

This survey organizes the architectures, training strategies, data, evaluation methods, extensions, and challenges of Multimodal Large Language Models.

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