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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
Wasserstein GAN With Quadratic Transport Cost
ICCV 2019
PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows
ICCV 2019
Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks
CVPR 2019
Text2Scene: Generating Compositional Scenes From Textual Descriptions
CVPR 2019
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing
CVPR 2019
Image Synthesis From Reconfigurable Layout and Style
ICCV 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction
CVPR 2019
Texture Fields: Learning Texture Representations in Function Space
ICCV 2019
Large-Scale Tag-Based Font Retrieval With Generative Feature Learning
ICCV 2019
Face De-Occlusion Using 3D Morphable Model and Generative Adversarial Network
ICCV 2019
Coherent Semantic Attention for Image Inpainting
ICCV 2019
Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise
ICCV 2019
DeepNose: Using artificial neural networks to represent the space of odorants
ICML 2019
Make a Face: Towards Arbitrary High Fidelity Face Manipulation
ICCV 2019
l-Net: Reconstruct Hyperspectral Images From a Snapshot Measurement
ICCV 2019
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment
ICCV 2019
CompoNet: Learning to Generate the Unseen by Part Synthesis and Composition
ICCV 2019
Data-Free Learning of Student Networks
ICCV 2019
MIWAE: Deep Generative Modelling and Imputation of Incomplete Data Sets
ICML 2019
Disentangling Disentanglement in Variational Autoencoders
ICML 2019
CoT: Cooperative Training for Generative Modeling of Discrete Data
ICML 2019
A Large-Scale Study on Regularization and Normalization in GANs
ICML 2019
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables
ICML 2019
Molecular Hypergraph Grammar with Its Application to Molecular Optimization
ICML 2019
Kernel Mean Matching for Content Addressability of GANs
ICML 2019
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