Lianyu Hu
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2026
CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts
This paper proposes CoLT, a framework that enables multi-modal models to reason through a chain of latent thought representations instead of text tokens, improving performance and reducing inference time.
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cs.CVEmpiricalRecentJun 30, 2026
CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts
Lianyu Hu, Shengqian Qin, Zeqin Liao, Qing Guo +3 more
This paper proposes CoLT, a framework that enables multi-modal models to reason through a chain of latent thought representations instead of text tokens, improving performance and reducing inference t…
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