2026
Spectral Evolution Search: Efficient Inference-Time Scaling for Reward-Aligned Image Generation
ICML 2026poster
Inference-time scaling offers a versatile paradigm for aligning visual generative models with downstream objectives without parameter updates. However, existing approaches that optimize the high-dimensional initial noise suffer from severe inefficiency, as many search directions exert negligible inf…