Karan, Aayush

4 publications

ICLR 2026 Reasoning with Sampling: Your Base Model Is Smarter than You Think Aayush Karan, Yilun Du

ICML 2025 Blink of an Eye: A Simple Theory for Feature Localization in Generative Models Marvin Li, Aayush Karan, Sitan Chen

ICLRW 2025 Blink of an Eye: A Simple Theory for Feature Localization in Generative Models Marvin Li, Aayush Karan, Sitan Chen

NeurIPS 2024 Unrolled Denoising Networks Provably Learn to Perform Optimal Bayesian Inference Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar