2 papers
cs.CL2026
Lost in Interpolation: Why Predictive Feedback Fails in Diffusion Language Models
Lavanya Nigam, Ishaan Bansal, Aryan Sood +2
Soft-masking accelerates the convergence of Masked Diffusion Language Models (MDLMs). Existing formulations build this blend with linear interpolation (LERP) in the raw embedding s…
cs.AI2026
SIDiffAgent: Self-Improving Diffusion Agent
Shivank Garg, Ayush Singh, Gaurav Kumar Nayak
Text-to-image diffusion models have revolutionized generative AI, enabling high-quality and photorealistic image synthesis. However, their practical deployment remains hindered by…