2 papers
cs.CV2026
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…
cs.LG2026
Can AI Understand the Language of Origami?
Naaisha Agarwal, Yihan Wu, Xin Guan +10
Building AI systems that can plan, act, and create in the physical world requires more than pattern recognition. Such systems must reason about the generative mechanisms and constr…