2 papers
cs.LG2025
Maximize Your Diffusion: A Study into Reward Maximization and Alignment for Diffusion-based Control
Dom Huh, Prasant Mohapatra
Diffusion-based planning, learning, and control methods present a promising branch of powerful and expressive decision-making solutions. Given the growing interest, such methods ha…
cs.SD2024
PTQ4ADM: Post-Training Quantization for Efficient Text Conditional Audio Diffusion Models
Jayneel Vora, Aditya Krishnan, Nader Bouacida +2
Denoising diffusion models have emerged as state-of-the-art in generative tasks across image, audio, and video domains, producing high-quality, diverse, and contextually relevant d…