Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splittingby Bao Q.…
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Stepby Mingyuan Zhou, Huangjie Zheng,…
2-Rectifications are Enough for Straight Flows: A Theoretical Insight into Wasserstein Convergenceby Saptarshi Roy, Vansh…
On the Relation Between Linear Diffusion and Power Iterationby Dana Weitzner, Mauricio Delbracio, Peyman Milanfar,…
CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networksby Munsif Ali, Leonardo Rossi, Massimo BertozziFirst…
G2D2: Gradient-guided Discrete Diffusion for image inverse problem solvingby Naoki Murata, Chieh-Hsin Lai, Yuhta Takida,…
Measuring Diversity: Axioms and Challengesby Mikhail Mironov, Liudmila ProkhorenkovaFirst submitted to arxiv on: 18 Oct…
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Modelsby Rui Hu, Qian He, Gaofeng He, Jiedong…
Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokensby Lijie Fan, Tianhong Li, Siyang Qin,…
Boosting Imperceptibility of Stable Diffusion-based Adversarial Examples Generation with Momentumby Nashrah Haque, Xiang Li, Zhehui…