Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images
Zhiheng Wang, Bo Peng, Lai Wei +1
The "thinking-with-images" paradigm equips multimodal LLMs with active visual operations such as crop-and-zoom. However, models using these operations often achieve only marginal o…
cs.AI2024
Distribution-consistency Structural Causal Models
Heyang Gong, Chaochao Lu, Yu Zhang
In the field of causal modeling, potential outcomes (PO) and structural causal models (SCMs) stand as the predominant frameworks. However, these frameworks face notable challenges…