2026
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
ICLR 2026poster
The edifice of native Vision-Language Models (VLMs) has emerged as a rising contender to typical modular VLMs, shaped by evolving model architectures and training paradigms. Yet, two lingering clouds cast shadows over its widespread exploration and promotion: (-) What fundamental constraints set nat…