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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
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows
AAAI 2020
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets
AAAI 2020
A Forest from the Trees: Generation through Neighborhoods
AAAI 2020
On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models
AAAI 2020
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog
AAAI 2020
Towards Ghost-Free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
AAAI 2020
Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression
AAAI 2020
Age Progression and Regression with Spatial Attention Modules
AAAI 2020
Stereoscopic Image Super-Resolution with Stereo Consistent Feature
AAAI 2020
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions
AAAI 2020
EFANet: Exchangeable Feature Alignment Network for Arbitrary Style Transfer
AAAI 2020
Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns
AAAI 2020
Improving ECG Classification Using Generative Adversarial Networks
AAAI 2020
A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing
ACL 2020
Reverse Engineering Configurations of Neural Text Generation Models
ACL 2020
A Batch Normalized Inference Network Keeps the KL Vanishing Away
ACL 2020
AvatarMe: Realistically Renderable 3D Facial Reconstruction "In-the-Wild"
CVPR 2020
Embodied Language Grounding With 3D Visual Feature Representations
CVPR 2020
Solving Jigsaw Puzzles With Eroded Boundaries
CVPR 2020
DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing
CVPR 2020
Neural Blind Deconvolution Using Deep Priors
CVPR 2020
End-to-End Optimization of Scene Layout
CVPR 2020
SynSin: End-to-End View Synthesis From a Single Image
CVPR 2020
StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images
CVPR 2020
StarGAN v2: Diverse Image Synthesis for Multiple Domains
CVPR 2020
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