Deepak Ramachandran

Polynomial-Time Reasoning at the Edge of NP

Robust LLM Alignment via Distributionally Robust Direct Preference Optimization

What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models

Preference Adaptive and Sequential Text-to-Image Generation

Iterative DPO with An Improvement Model for Fine-tuning Diffusion Models