Zike Chen

Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

Diffusion models have gained prominence as powerful generative tools for solving inverse problems due to their ability to model complex data distributions. However, existing methods typically rely on complete knowledge of the forward observation process …