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Generative Models

6,381 papers

Papers per year

Papers

Linear Time Sinkhorn Divergences using Positive Features NIPS 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations NIPS 2020
MinMax Methods for Optimal Transport and Beyond: Regularization, Approximation and Numerics NIPS 2020
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity NIPS 2020
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples NIPS 2020
Black-Box Optimization with Local Generative Surrogates NIPS 2020
Efficient Generation of Structured Objects with Constrained Adversarial Networks NIPS 2020
Learning Sparse Prototypes for Text Generation NIPS 2020
Implicit Rank-Minimizing Autoencoder NIPS 2020
Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks NIPS 2020
AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows NIPS 2020
Variational Amodal Object Completion NIPS 2020
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation NIPS 2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds NIPS 2020
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks NIPS 2020
GAN Memory with No Forgetting NIPS 2020
Relative gradient optimization of the Jacobian term in unsupervised deep learning NIPS 2020
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample NIPS 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis NIPS 2020
Neural Manifold Ordinary Differential Equations NIPS 2020
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data NIPS 2020
Bi-level Score Matching for Learning Energy-based Latent Variable Models NIPS 2020
The Convolution Exponential and Generalized Sylvester Flows NIPS 2020
The Generalized Lasso with Nonlinear Observations and Generative Priors NIPS 2020
Efficient Learning of Generative Models via Finite-Difference Score Matching NIPS 2020