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Generative Models

7,221 papers

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Papers

EGG-GAE: scalable graph neural networks for tabular data imputation AISTATS 2023
Membership Inference Attacks against Synthetic Data through Overfitting Detection AISTATS 2023
Likelihood-Based Generative Radiance Field with Latent Space Energy-Based Model for 3D-Aware Disentangled Image Representation AISTATS 2023
Conjugate Gradient Method for Generative Adversarial Networks AISTATS 2023
Temporal Graph Neural Networks for Irregular Data AISTATS 2023
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning AISTATS 2023
Precision Recall Cover: A Method For Assessing Generative Models AISTATS 2023
Vector Quantized Time Series Generation with a Bidirectional Prior Model AISTATS 2023
Probabilistic Conformal Prediction Using Conditional Random Samples AISTATS 2023
Diffusion Generative Models in Infinite Dimensions AISTATS 2023
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck AISTATS 2023
SurvivalGAN: Generating Time-to-Event Data for Survival Analysis AISTATS 2023
ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images AISTATS 2023
Spread Flows for Manifold Modelling AISTATS 2023
Convergence of score-based generative modeling for general data distributions ALT 2023
Dictionary Learning for the Almost-Linear Sparsity Regime ALT 2023
Unsupervised Object Learning via Common Fate CLEAR 2023
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT 2023
GFPose: Learning 3D Human Pose Prior With Gradient Fields CVPR 2023
NoisyTwins: Class-Consistent and Diverse Image Generation Through StyleGANs CVPR 2023
DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-Aware Scene Synthesis CVPR 2023
Painting 3D Nature in 2D: View Synthesis of Natural Scenes From a Single Semantic Mask CVPR 2023
Picture That Sketch: Photorealistic Image Generation From Abstract Sketches CVPR 2023
Shape, Pose, and Appearance From a Single Image via Bootstrapped Radiance Field Inversion CVPR 2023
GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds CVPR 2023