GTS: Inference-Time Scaling of Latent Reasoning with a Learnable Gaussian Thought Sampler

Minghan Wang, Ye Bai, Thuy-Trang Vu +2

Inference-time scaling (ITS) in latent reasoning models typically relies on heuristic perturbations, such as dropout or fixed Gaussian noise, to generate diverse candidate trajecto…