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Generative Models

7,221 papers

Papers per year

11
34
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Papers

Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection NIPS 2019
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models NIPS 2019
Twin Auxilary Classifiers GAN NIPS 2019
Learning from Label Proportions with Generative Adversarial Networks NIPS 2019
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation NIPS 2019
Reducing Noise in GAN Training with Variance Reduced Extragradient NIPS 2019
Global Guarantees for Blind Demodulation with Generative Priors NIPS 2019
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization NIPS 2019
Residual Flows for Invertible Generative Modeling NIPS 2019
Paraphrase Generation with Latent Bag of Words NIPS 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 NIPS 2019
Blind Super-Resolution Kernel Estimation using an Internal-GAN NIPS 2019
The Thermodynamic Variational Objective NIPS 2019
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models NIPS 2019
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis NIPS 2019
Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach NIPS 2019
A Domain Agnostic Measure for Monitoring and Evaluating GANs NIPS 2019
A Solvable High-Dimensional Model of GAN NIPS 2019
Positional Normalization NIPS 2019
MintNet: Building Invertible Neural Networks with Masked Convolutions NIPS 2019
Defending Neural Backdoors via Generative Distribution Modeling NIPS 2019
Neural Spline Flows NIPS 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning NIPS 2019
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse NIPS 2019
Characterizing Bias in Classifiers using Generative Models NIPS 2019