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Generative Models

6381 directly classified papers

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Papers

Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling AAAI 2026
Universal Learning of Stochastic Dynamics for Exact Belief Propagation Using Bernstein Normalizing Flows AAAI 2026
Learning from Imperfect Data: Robust Inference of Dynamic Systems Using Simulation-Based Generative Model AAAI 2026
Multi-Metric Preference Alignment for Generative Speech Restoration AAAI 2026
One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026
Rethinking Flow and Diffusion Bridge Models for Speech Enhancement AAAI 2026
SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis AAAI 2026
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs AAAI 2026
PASE: Leveraging the Phonological Prior of WavLM for Low-Hallucination Generative Speech Enhancement AAAI 2026
StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback AAAI 2026
Behavior Regularization with Flow Latent Policy for Offline Reinforcement Learning AAAI 2026
Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization AAAI 2026
NICE: Neural Implicit Craniofacial Model for Orthognathic Surgery Prediction AAAI 2026
Flow-Based Knowledge Transfer for Efficient Large Model Distillation AAAI 2026
VeriFlow: Modeling Distributions for Neural Network Verification AAAI 2026
PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation AAAI 2026
Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge AAAI 2026
Graph-Conditional Flow Matching for Relational Data Generation AAAI 2026
Privacy on the Fly: A Predictive Adversarial Transformation Network for Mobile Sensor Data AAAI 2026
Decoupled Spatiotemporal Forecasting from Extreme Sparse Observations via Quantized Latent Space AAAI 2026
Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation AAAI 2026
LLA: Enhancing Security and Privacy for Generative Models with Logic-Locked Accelerators AAAI 2026
FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation AAAI 2026
Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing AAAI 2026
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets AAAI 2026