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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
HexaGAN: Generative Adversarial Nets for Real World Classification
ICML 2019
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
ICML 2019
Learning to Groove with Inverse Sequence Transformations
ICML 2019
Deep Generative Learning via Variational Gradient Flow
ICML 2019
GDPP: Learning Diverse Generations using Determinantal Point Processes
ICML 2019
Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching
ICML 2019
Learning Generative Models across Incomparable Spaces
ICML 2019
Adversarially Learned Representations for Information Obfuscation and Inference
ICML 2019
Invertible Residual Networks
ICML 2019
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs
ICML 2019
SROBB: Targeted Perceptual Loss for Single Image Super-Resolution
ICCV 2019
Kernel Modeling Super-Resolution on Real Low-Resolution Images
ICCV 2019
Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images
ICCV 2019
SC-FEGAN: Face Editing Generative Adversarial Network With User's Sketch and Color
ICCV 2019
Vision-Infused Deep Audio Inpainting
ICCV 2019
Instance-Guided Context Rendering for Cross-Domain Person Re-Identification
ICCV 2019
Generative Adversarial Networks for Extreme Learned Image Compression
ICCV 2019
Generative Adversarial Training for Weakly Supervised Cloud Matting
ICCV 2019
Co-Evolutionary Compression for Unpaired Image Translation
ICCV 2019
Lifelong GAN: Continual Learning for Conditional Image Generation
ICCV 2019
Code-Switching Sentence Generation by Bert and Generative Adversarial Networks
INTERSPEECH 2019
Escaping Plato's Cave: 3D Shape From Adversarial Rendering
ICCV 2019
Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis
ICCV 2019
JPEG Artifacts Reduction via Deep Convolutional Sparse Coding
ICCV 2019
Deep Meta Functionals for Shape Representation
ICCV 2019
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