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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
Invertibility of Convolutional Generative Networks from Partial Measurements
NIPS 2018
Generative modeling for protein structures
NIPS 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language
NIPS 2018
Adversarial Scene Editing: Automatic Object Removal from Weak Supervision
NIPS 2018
Visual Object Networks: Image Generation with Disentangled 3D Representations
NIPS 2018
SING: Symbol-to-Instrument Neural Generator
NIPS 2018
PacGAN: The power of two samples in generative adversarial networks
NIPS 2018
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger
NIPS 2018
Phase Retrieval Under a Generative Prior
NIPS 2018
Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis
NIPS 2018
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders
NIPS 2018
Deep State Space Models for Unconditional Word Generation
NIPS 2018
Learning Plannable Representations with Causal InfoGAN
NIPS 2018
Probabilistic Neural Programmed Networks for Scene Generation
NIPS 2018
Leveraging the Exact Likelihood of Deep Latent Variable Models
NIPS 2018
On GANs and GMMs
NIPS 2018
Self-Supervised Generation of Spatial Audio for 360° Video
NIPS 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
CVPR 2018
Learning Generative ConvNets via Multi-Grid Modeling and Sampling
CVPR 2018
Generating Synthetic X-Ray Images of a Person From the Surface Geometry
CVPR 2018
Learning Descriptor Networks for 3D Shape Synthesis and Analysis
CVPR 2018
Synthesizing Images of Humans in Unseen Poses
CVPR 2018
Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint
CVPR 2018
Multi-Content GAN for Few-Shot Font Style Transfer
CVPR 2018
Generative Adversarial Image Synthesis With Decision Tree Latent Controller
CVPR 2018
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