Omri Azencot

5 papers Ben-Gurion University of the Negev

• A Diffusion Model for Regular Time Series Generation from Irregular Data with Completion and Masking
• Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations
• One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling
• Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach
• Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge