Generative Models

Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025 Generating Likely Counterfactuals Using Sum-Product Networks ICLR 2025 Generating Multi-Image Synthetic Data for Text-to-Image Customization ICCV 2025 Generating Multimodal Driving Scenes via Next-Scene Prediction CVPR 2025 Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval AAAI 2025 Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025 Generative Adversarial Networks: Dynamics JMLR 2025 Generative Classifiers Avoid Shortcut Solutions ICLR 2025 Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space IJCAI 2025 Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025 Generative Flows on Synthetic Pathway for Drug Design ICLR 2025 Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025 Generative Inbetweening through Frame-wise Conditions-Driven Video Generation CVPR 2025 Generative Intervention Models for Causal Perturbation Modeling ICML 2025 Generative Medical Segmentation AAAI 2025 Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images WACV 2025 Generative Modeling of Class Probability for Multi-Modal Representation Learning CVPR 2025 Generative Modeling of Shape-Dependent Self-Contact Human Poses ICCV 2025 Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning ICML 2025 Generative Point Cloud Registration ICML 2025 Generative Sparse-View Gaussian Splatting CVPR 2025 Generative Video Bi-flow ICCV 2025 Generative Video Propagation CVPR 2025 Generator Matching: Generative modeling with arbitrary Markov processes ICLR 2025 GenHMR: Generative Human Mesh Recovery AAAI 2025