Generative Models

Position: You Can’t Manufacture a NeRF ICML 2025 Possible You: AI-Generated Digital Twins as Creative Mirrors for Future Self Modeling NeurIPS 2025 Posterior Mean Matching: Generative Modeling through Online Bayesian Inference AISTATS 2025 PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation ICLR 2025 Precise Integral in NeRFs: Overcoming the Approximation Errors of Numerical Quadrature WACV 2025 Preference Adaptive and Sequential Text-to-Image Generation ICML 2025 Preference learning made easy: Everything should be understood through win rate ICML 2025 Pre-Trained Multiple Latent Variable Generative Models are Good Defenders Against Adversarial Attacks WACV 2025 Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025 Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation ICML 2025 PriorMotion: Generative Class-Agnostic Motion Prediction with Raster-Vector Motion Field Priors ICCV 2025 PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models ICLR 2025 Privacy Amplification Through Synthetic Data: Insights from Linear Regression ICML 2025 Privacy Attacks on Image AutoRegressive Models ICML 2025 Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models ICML 2025 Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty ICML 2025 Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows AAAI 2025 Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs UAI 2025 Probability Density Geodesics in Image Diffusion Latent Space CVPR 2025 Progressive Compositionality in Text-to-Image Generative Models ICLR 2025 ProGress: Structured Music Generation via Graph Diffusion and Hierarchical Music Analysis NeurIPS 2025 Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation CVPR 2025 PromptHaze: Prompting Real-world Dehazing via Depth Anything Model AAAI 2025 PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization EMNLP 2025 ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids ICLR 2025