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Generative Models

6,381 papers

Papers per year

Papers

Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2024
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation AAAI 2024
PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning AAAI 2024
QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models AAAI 2024
Learning Reduced Fluid Dynamics AAAI 2024
DSD²: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free? AAAI 2024
Phoneme Hallucinator: One-Shot Voice Conversion via Set Expansion AAAI 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024
Robustly Train Normalizing Flows via KL Divergence Regularization AAAI 2024
Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer AAAI 2024
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation AAAI 2024
Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks AAAI 2024
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity AAAI 2024
Consistency-GAN: Training GANs with Consistency Model AAAI 2024
Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context AAAI 2024
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024
MoDE: A Mixture-of-Experts Model with Mutual Distillation among the Experts AAAI 2024
Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster AAAI 2024
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024
Gaussian Process Neural Additive Models AAAI 2024
Probabilistic Neural Circuits AAAI 2024
DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion AAAI 2024
From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue AAAI 2024
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024