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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
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks
NIPS 2020
GAN Memory with No Forgetting
NIPS 2020
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
NIPS 2020
DisARM: An Antithetic Gradient Estimator for Binary Latent Variables
NIPS 2020
Efficient Learning of Generative Models via Finite-Difference Score Matching
NIPS 2020
Generative Continual Concept Learning
AAAI 2020
EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks
AAAI 2020
A Forest from the Trees: Generation through Neighborhoods
AAAI 2020
InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models
AAAI 2020
Modeling Fluency and Faithfulness for Diverse Neural Machine Translation
AAAI 2020
Diversified Arbitrary Style Transfer via Deep Feature Perturbation
CVPR 2020
Learning to Cartoonize Using White-Box Cartoon Representations
CVPR 2020
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation
CVPR 2020
Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings
CVPR 2020
GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes
CVPR 2020
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning
CVPR 2020
CookGAN: Causality Based Text-to-Image Synthesis
CVPR 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion
CVPR 2020
Vec2Face: Unveil Human Faces From Their Blackbox Features in Face Recognition
CVPR 2020
SEAN: Image Synthesis With Semantic Region-Adaptive Normalization
CVPR 2020
High-Resolution Daytime Translation Without Domain Labels
CVPR 2020
Non-Adversarial Video Synthesis With Learned Priors
CVPR 2020
Controllable Person Image Synthesis With Attribute-Decomposed GAN
CVPR 2020
Advancing High Fidelity Identity Swapping for Forgery Detection
CVPR 2020
BachGAN: High-Resolution Image Synthesis From Salient Object Layout
CVPR 2020
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