Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Steering Without Breaking: Mechanistically Informed Interventions for Discrete Diffusion Language Models
Hanhan Zhou, Shamik Roy, Rashmi Gangadharaiah
Discrete diffusion language models (DLMs) generate text by iteratively denoising all positions in parallel, offering an alternative to autoregressive models. Controlled generation…
cs.LG2025
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
Mintong Kang, Vinayshekhar Bannihatti Kumar, Shamik Roy +4
Text-to-image diffusion models often exhibit biases toward specific demographic groups, such as generating more males than females when prompted to generate images of engineers, ra…