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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
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
CVPR 2020
Generating 3D People in Scenes Without People
CVPR 2020
Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction
CVPR 2020
Editing in Style: Uncovering the Local Semantics of GANs
CVPR 2020
Joint Training of Variational Auto-Encoder and Latent Energy-Based Model
CVPR 2020
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer
CVPR 2020
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving
CVPR 2020
PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation
CVPR 2020
The Amazing World of Neural Language Generation
EMNLP 2020
Acrostic Poem Generation
EMNLP 2020
The workweek is the best time to start a family – A Study of GPT-2 Based Claim Generation
EMNLP 2020
Fourier Spectrum Discrepancies in Deep Network Generated Images
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
Neural Star Domain as Primitive Representation
NIPS 2020
Self-Supervised Generative Adversarial Compression
NIPS 2020
Listening to Sounds of Silence for Speech Denoising
NIPS 2020
ShapeFlow: Learnable Deformation Flows Among 3D Shapes
NIPS 2020
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces
NIPS 2020
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images
NIPS 2020
Generative Neurosymbolic Machines
NIPS 2020
Practical No-box Adversarial Attacks against DNNs
NIPS 2020
AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows
NIPS 2020
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation
NIPS 2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds
NIPS 2020
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