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Generative Models

7,221 papers

Papers per year

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Papers

Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025
Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation AAAI 2025
Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks AAAI 2025
Conditional Latent Coding with Learnable Synthesized Reference for Deep Image Compression AAAI 2025
Learned Image Transmission with Hierarchical Variational Autoencoder AAAI 2025
Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025
Dynamic Spectral Graph Anomaly Detection AAAI 2025
Learning Optimal Auctions with Correlated Value Distributions AAAI 2025
Braess’s Paradox of Generative AI AAAI 2025
Exponential-Family Harmoniums with Neural Sufficient Statistics AAAI 2025
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025
Deep-Union Completion AAAI 2025
Neural Conjugate Flows: A Physics-Informed Architecture with Flow Structure AAAI 2025
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests AAAI 2025
JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025
Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025
Deep Generative Model for Mechanical System Configuration Design AAAI 2025
A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025
GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph Generation AAAI 2025
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025
Association Pattern-enhanced Molecular Representation Learning AAAI 2025
AudioGenX: Explainability on Text-to-Audio Generative Models AAAI 2025
GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025