Denoising diffusion probabilistic models are optimally adaptive to unknown low dimensionalityby Zhihan Huang, Yuting Wei,…
Fast constrained sampling in pre-trained diffusion modelsby Alexandros Graikos, Nebojsa Jojic, Dimitris SamarasFirst submitted to…
Diffusion Attribution Score: Evaluating Training Data Influence in Diffusion Modelby Jinxu Lin, Linwei Tao, Minjing…
Scaling up Masked Diffusion Models on Textby Shen Nie, Fengqi Zhu, Chao Du, Tianyu Pang,…
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generationby Wenfang Yao, Chen Liu,…
Error estimates between SGD with momentum and underdamped Langevin diffusionby Arnaud Guillin, Yu Wang, Lihu…
Progressive Compositionality In Text-to-Image Generative Modelsby Xu Han, Linghao Jin, Xiaofeng Liu, Paul Pu LiangFirst…
One-Step Diffusion Distillation through Score Implicit Matchingby Weijian Luo, Zemin Huang, Zhengyang Geng, J. Zico…
Test-time Adversarial Defense with Opposite Adversarial Path and High Attack Time Costby Cheng-Han Yeh, Kuanchun…
Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splittingby Bao Q.…