Aayush Karan

According to our database, Aayush Karan authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

ReGuidance: A Simple Diffusion Wrapper for Boosting Sample Quality on Hard Inverse Problems.

Aayush Karan, Kulin Shah, Sitan Chen

CoRR, June, 2025

Blink of an eye: a simple theory for feature localization in generative models.

Marvin Li, Aayush Karan, Sitan Chen

CoRR, February, 2025

When Does a Predictor Know Its Own Loss?

Aravind Gollakota, Parikshit Gopalan, Aayush Karan, Charlotte Peale, Udi Wieder

Proceedings of the 6th Symposium on Foundations of Responsible Computing, 2025

2024

Unrolled denoising networks provably learn optimal Bayesian inference.

Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar

CoRR, 2024

Unrolled denoising networks provably learn to perform optimal Bayesian inference.

Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024