ICML2025
Latent Thought Models with Variational Bayes Inference-Time Computation
Deqian Kong, Minglu Zhao, Dehong Xu, Bo Pang, Shu Wang, Edouardo Honig, Zhangzhang Si, Chuan Li, Jianwen Xie, Sirui Xie, Ying Nian Wu
摘要
The declarative/procedural model [2]: Declarative Memory: 1. Explicit knowledge of facts and events; 2. Characterized by fast learning, rapidly capturing unique, single-instance experiences. Procedural Memory: 1. Implicit skills and rules, like grammar and syntax; 2. Characterized by slow learning, gradually internalizing general structures over time. [2] Ullman, M. T. Contributions of memory circuits to language: The declarative/procedural model. Cognition, 2004.