AIBullisharXiv – CS AI · Mar 37/105
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Expressive Power of Implicit Models: Rich Equilibria and Test-Time Scaling
Researchers provide mathematical proof that implicit models can achieve greater expressive power through increased test-time computation, explaining how these memory-efficient architectures can match larger explicit networks. The study validates this scaling property across image reconstruction, scientific computing, operations research, and LLM reasoning domains.