Beyond Encoder Accumulation: Measuring Encoder Roles in Multi-Encoder VLMs 事件

Beyond Encoder Accumulation: Measuring Encoder Roles in Multi-Encoder VLMs arXiv:2606.03879v1 Announce Type: new Abstract: As foundation models scale toward fusing more heterogeneous visual streams, understanding how diverse encoders interact under joint training becomes a prerequisite for principled design. Yet large vision-language models (LVLMs) currently lack the tools to do so, and parameter-efficient encoder configurations remain hard to identify before training. To re-examine encoder rol