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Methodology
← Learning Types
Deep Learning
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Learning Types
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Generative Models
1275 directly classified papers
Papers per year
2009: 1
2012: 2
2013: 1
2015: 6
2016: 8
2017: 38
2018: 65
2019: 129
2020: 140
2021: 137
2022: 157
2023: 163
2024: 265
2025: 162
2026: 1
Papers
Plug-and-Play Recipe Generation with Content Planning
EMNLP 2022
Are Abstractive Summarization Models truly ‘Abstractive’? An Empirical Study to Compare the two Forms of Summarization
EMNLP 2022
Arbitrary-Scale Image Synthesis
CVPR 2022
SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis
CVPR 2022
HairMapper: Removing Hair From Portraits Using GANs
CVPR 2022
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction
CVPR 2022
Rethinking Controllable Variational Autoencoders
CVPR 2022
Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation
CVPR 2022
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation
CVPR 2022
Multi-View Consistent Generative Adversarial Networks for 3D-Aware Image Synthesis
CVPR 2022
Dual-Path Image Inpainting With Auxiliary GAN Inversion
CVPR 2022
Dressing in the Wild by Watching Dance Videos
CVPR 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation
CVPR 2022
Make It Move: Controllable Image-to-Video Generation With Text Descriptions
CVPR 2022
Robust Outlier Detection by De-Biasing VAE Likelihoods
CVPR 2022
NeRF-Editing: Geometry Editing of Neural Radiance Fields
CVPR 2022
Unpaired Cartoon Image Synthesis via Gated Cycle Mapping
CVPR 2022
Dynamic Dual-Output Diffusion Models
CVPR 2022
Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization
CVPR 2022
Deep Equilibrium Approaches to Diffusion Models
NIPS 2022
UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator
NIPS 2022
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
NIPS 2022
Flowification: Everything is a normalizing flow
NIPS 2022
Concrete Score Matching: Generalized Score Matching for Discrete Data
NIPS 2022
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
NIPS 2022
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