Generative Models

Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025 PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation CVPR 2025 pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning AAAI 2025 Population Aware Diffusion for Time Series Generation AAAI 2025 RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation AAAI 2025 Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation AAAI 2025 Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025 Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025 Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NeurIPS 2024 Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion CVPR 2024 Cascade of phase transitions in the training of energy-based models NeurIPS 2024 CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model CVPR 2024 ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NeurIPS 2024 Conditional Synthesis of 3D Molecules with Time Correction Sampler NeurIPS 2024 DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024 Debiasing Synthetic Data Generated by Deep Generative Models NeurIPS 2024 Deep Generative Model based Rate-Distortion for Image Downscaling Assessment CVPR 2024 DiffusionPoser: Real-time Human Motion Reconstruction From Arbitrary Sparse Sensors Using Autoregressive Diffusion CVPR 2024 Discrete-state Continuous-time Diffusion for Graph Generation NeurIPS 2024 Discriminator Guidance for Autoregressive Diffusion Models AISTATS 2024 Don’t Augment, Rewrite? Assessing Abusive Language Detection with Synthetic Data ACL 2024 DREAM: Diffusion Rectification and Estimation-Adaptive Models CVPR 2024 Dynamic Conditional Optimal Transport through Simulation-Free Flows NeurIPS 2024 Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NeurIPS 2024 Equivariant Neural Diffusion for Molecule Generation NeurIPS 2024