Glauber Generative Model: Discrete Diffusion Models via Binary Classificationby Harshit Varma, Dheeraj Nagaraj, Karthikeyan ShanmugamFirst…
Deep Causal Generative Models with Property Controlby Qilong Zhao, Shiyu Wang, Guangji Bai, Bo Pan,…
Federated Learning for Non-factorizable Models using Deep Generative Prior Approximationsby Conor Hassan, Joshua J Bon,…
Cascade of phase transitions in the training of Energy-based modelsby Dimitrios Bachtis, Giulio Biroli, Aurélien…
Curriculum Direct Preference Optimization for Diffusion and Consistency Modelsby Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor…
How to Trace Latent Generative Model Generated Images without Artificial Watermark?by Zhenting Wang, Vikash Sehwag,…
Out-of-Distribution Detection with a Single Unconditional Diffusion Modelby Alvin Heng, Alexandre H. Thiery, Harold SohFirst…
Switched Flow Matching: Eliminating Singularities via Switching ODEsby Qunxi Zhu, Wei LinFirst submitted to arxiv…
Sampling Strategies for Mitigating Bias in Face Synthesis Methodsby Emmanouil Maragkoudakis, Symeon Papadopoulos, Iraklis Varlamis,…
Discrete-state Continuous-time Diffusion for Graph Generationby Zhe Xu, Ruizhong Qiu, Yuzhong Chen, Huiyuan Chen, Xiran…