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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
T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion
IJCAI 2019
One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks
IJCAI 2019
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
NIPS 2019
Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples With Applications to Neuroimaging
ICCV 2019
Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN
ICML 2019
Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning
ICML 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System
ICML 2019
A Personalized Affective Memory Model for Improving Emotion Recognition
ICML 2019
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
ICCV 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2
NIPS 2019
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer
ICCV 2019
A Decoupled 3D Facial Shape Model by Adversarial Training
ICCV 2019
Spatial Fusion GAN for Image Synthesis
CVPR 2019
Attribute Manipulation Generative Adversarial Networks for Fashion Images
ICCV 2019
Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation
CVPR 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
ICCV 2019
FSGAN: Subject Agnostic Face Swapping and Reenactment
ICCV 2019
Video Compression With Rate-Distortion Autoencoders
ICCV 2019
Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks
ICCV 2019
Normalized Wasserstein for Mixture Distributions With Applications in Adversarial Learning and Domain Adaptation
ICCV 2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties
ICCV 2019
Hilbert-Based Generative Defense for Adversarial Examples
ICCV 2019
Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers
ICCV 2019
SinGAN: Learning a Generative Model From a Single Natural Image
ICCV 2019
Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data
ICCV 2019
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