Thinking with Patterns: Breaking the Perceptual Bottleneck in Visual Planning via Pattern Induction

Yichang Jian, Boyuan Xiao, Zhenyuan Huang +2

Planning from raw visual input remains a significant challenge for current Vision-Language Models (VLMs), when the complexity of input is beyond their one-step perception capabilit…