Diffusion Models

Contaminated Multivariate Time-Series Anomaly Detection with Spatio-Temporal Graph Conditional Diffusion Models UAI 2025 Continual Personalization for Diffusion Models ICCV 2025 Continuous Diffusion for Mixed-Type Tabular Data ICLR 2025 Continuous Ensemble Weather Forecasting with Diffusion models ICLR 2025 Continuous Locomotive Crowd Behavior Generation CVPR 2025 Continuous Semi-Implicit Models ICML 2025 Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions CVPR 2025 Contrastive Flow Matching ICCV 2025 Contrastive Sequential-Diffusion Learning: Non-Linear and Multi-Scene Instructional Video Synthesis WACV 2025 Control and Realism: Best of Both Worlds in Layout-to-Image without Training ICML 2025 Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net AAAI 2025 Controllable 3D Outdoor Scene Generation via Scene Graphs ICCV 2025 Controllable and Expressive One-Shot Video Head Swapping ICCV 2025 Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression AAAI 2025 Controllable Human Image Generation with Personalized Multi-Garments CVPR 2025 Controllable Satellite-to-Street-View Synthesis with Precise Pose Alignment and Zero-Shot Environmental Control ICLR 2025 Controllable Weather Synthesis and Removal with Video Diffusion Models ICCV 2025 Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation WACV 2025 Controlling Language and Diffusion Models by Transporting Activations ICLR 2025 Controlling Space and Time with Diffusion Models ICLR 2025 ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations EMNLP 2025 Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances AISTATS 2025 Convergence of Consistency Model with Multistep Sampling under General Data Assumptions ICML 2025 Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis ICLR 2025 Co-Painter: Fine-Grained Controllable Image Stylization via Implicit Decoupling and Adaptive Injection ICCV 2025