Generative Model

ActiveGrasp: Information-Guided Active Grasping with Calibrated Energy-based Model CVPR 2026 Adaptive and Robust Watermark for Generative Tabular Data UAI 2026 A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis MIDL 2026 Breaking Semantic Boundaries: Distribution-Guided Semantic Exploration for Creative Generation CVPR 2026 Defensive Generation COLT 2026 Elucidating the SNR-t Bias of Diffusion Probabilistic Models CVPR 2026 From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation ACL 2026 Improving Generative Methods for Causal Evaluation via Simulation-Based Inference CLeaR 2026 Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space UAI 2026 Nonparametric generative modeling for time series via Schrödinger bridge JMLR 2026 PhysGen: Physically Grounded 3D Shape Generation for Industrial Design CVPR 2026 Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss JMLR 2026 Spatiotemporal Pyramid Flow Matching for Climate Emulation CVPR 2026 A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops ICLR 2025 A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025 Do Vendi Scores Converge with Finite Samples? Truncated Vendi Score for Finite-Sample Convergence Guarantees UAI 2025 Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models AAAI 2025 Exploring LLMs’ Ability to Spontaneously and Conditionally Modify Moral Expressions through Text Manipulation ACL 2025 Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation ICLR 2025 Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025 HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers AAAI 2025 HYGENE: A Diffusion-Based Hypergraph Generation Method AAAI 2025 JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation AAAI 2025 Kernel-Based Enhanced Oversampling Method for Imbalanced Classification ACML 2025 Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025