Generative Model

RoMo: A Large-Scale, Richly Organized Dataset and Semantic Taxonomy for Human Motion Generation CVPR 2026 SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation ACL 2026 Stability-Driven Motion Generation for Object-Guided Human-Human Co-Manipulation CVPR 2026 Statistical guarantees for denoising reflected diffusion models JMLR 2026 Temporal Equilibrium MeanFlow: Bridging the Scale Gap for One-Step Generation CVPR 2026 TGTrack: Temporal Generative Learning for Unified Single Object Tracking CVPR 2026 Toward Real-world Infrared Image Super-Resolution: A Unified Autoregressive Framework and Benchmark Dataset CVPR 2026 Transition Models: Rethinking the Generative Learning Objective CVPR 2026 TRIDENT: A Trimodal Cascade Generative Framework for Drug and RNA-Conditioned Cellular Morphology Synthesis CVPR 2026 When Local Rules Create Global Order: Self-Organized Representation Learning for Latent Diffusion Models CVPR 2026 Anatomy-Guided Surface Diffusion Model for Alzheimer’s Disease Normative Modeling MIDL 2025 Bridging the Training–Inference Gap in TTS: Training Strategies for Robust Generative Postprocessing for Low-Resource Speakers Interspeech 2025 Causal PETS: Causality-Informed PET Synthesis from Multi-modal Data MIDL 2025 CHSER: A Dataset and Case Study on Generative Speech Error Correction for Child ASR Interspeech 2025 Conditional Generative Learning from Invariant Representations in Multi-Source: Robustness and Efficiency AISTATS 2025 Conditioning diffusion models by explicit forward-backward bridging AISTATS 2025 Deep Generative Quantile Bayes AISTATS 2025 Deep Optimal Sensor Placement for Black Box Stochastic Simulations AISTATS 2025 Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds AISTATS 2025 Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension ICLR 2025 How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework ICLR 2025 How Much is a Noisy Image Worth? Data Scaling Laws for Ambient Diffusion. ICLR 2025 Influence-Guided Diffusion for Dataset Distillation ICLR 2025 Investigating continuous autoregressive generative speech enhancement Interspeech 2025 JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation AAAI 2025