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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
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting
AAAI 2021
Constructing a Fair Classifier with Generated Fair Data
AAAI 2021
SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations
AAAI 2021
Generalized Adversarially Learned Inference
AAAI 2021
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning
AAAI 2021
Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling
AAAI 2021
GAN Ensemble for Anomaly Detection
AAAI 2021
One-shot Face Reenactment Using Appearance Adaptive Normalization
AAAI 2021
CPCGAN: A Controllable 3D Point Cloud Generative Adversarial Network with Semantic Label Generating
AAAI 2021
Shape-Pose Ambiguity in Learning 3D Reconstruction from Images
AAAI 2021
C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer
AAAI 2021
Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation
AAAI 2021
Object-Centric Image Generation from Layouts
AAAI 2021
Few-shot Font Generation with Localized Style Representations and Factorization
AAAI 2021
TIME: Text and Image Mutual-Translation Adversarial Networks
AAAI 2021
Self-Supervised Sketch-to-Image Synthesis
AAAI 2021
Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray
AAAI 2021
Symbolic Music Generation with Transformer-GANs
AAAI 2021
Cycle4Completion: Unpaired Point Cloud Completion Using Cycle Transformation With Missing Region Coding
CVPR 2021
What's in the Image? Explorable Decoding of Compressed Images
CVPR 2021
MUST-GAN: Multi-Level Statistics Transfer for Self-Driven Person Image Generation
CVPR 2021
VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization
CVPR 2021
DECOR-GAN: 3D Shape Detailization by Conditional Refinement
CVPR 2021
Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow
CVPR 2021
Bridging the Visual Gap: Wide-Range Image Blending
CVPR 2021
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