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Methodology
← Models
Deep Learning
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Models
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Generative Models
6381 directly classified papers
Papers per year
2003: 2
2004: 1
2006: 3
2007: 3
2008: 6
2009: 5
2010: 11
2011: 14
2012: 17
2013: 23
2014: 17
2015: 34
2016: 64
2017: 150
2018: 286
2019: 566
2020: 626
2021: 827
2022: 730
2023: 1027
2024: 897
2025: 824
2026: 248
Papers
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows
NIPS 2020
A Spectral Energy Distance for Parallel Speech Synthesis
NIPS 2020
Deep Energy-based Modeling of Discrete-Time Physics
NIPS 2020
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity
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
Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks
NIPS 2020
GAN Memory with No Forgetting
NIPS 2020
Relative gradient optimization of the Jacobian term in unsupervised deep learning
NIPS 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
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
Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition
NIPS 2020
Why Normalizing Flows Fail to Detect Out-of-Distribution Data
NIPS 2020
Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder
NIPS 2020
CircleGAN: Generative Adversarial Learning across Spherical Circles
NIPS 2020
Convolutional Generation of Textured 3D Meshes
NIPS 2020
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring
NIPS 2020
Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks
NIPS 2020
GramGAN: Deep 3D Texture Synthesis From 2D Exemplars
NIPS 2020
Instance Selection for GANs
NIPS 2020
GAN-Based Unpaired Chinese Character Image Translation via Skeleton Transformation and Stroke Rendering
AAAI 2020
Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition
AAAI 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation
AAAI 2020
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