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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
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling
AAAI 2019
Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank
AAAI 2019
Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling
AAAI 2019
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network
AAAI 2019
Learning Vine Copula Models for Synthetic Data Generation
AAAI 2019
Robust Anomaly Detection in Videos Using Multilevel Representations
AAAI 2019
Bayesian Deep Collaborative Matrix Factorization
AAAI 2019
PCGAN: Partition-Controlled Human Image Generation
AAAI 2019
EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning
AAAI 2019
High-quality segmentation of low quality cardiac MR images using k-space artefact correction
MIDL 2019
Stain-Transforming Cycle-Consistent Generative Adversarial Networks for Improved Segmentation of Renal Histopathology
MIDL 2019
Digitally Stained Confocal Microscopy through Deep Learning
MIDL 2019
Estimating Causal Effects of Tone in Online Debates
IJCAI 2019
ClothFlow: A Flow-Based Model for Clothed Person Generation
ICCV 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning
ICCV 2019
Boundless: Generative Adversarial Networks for Image Extension
ICCV 2019
Semantics-Enhanced Adversarial Nets for Text-to-Image Synthesis
ICCV 2019
Point-to-Point Video Generation
ICCV 2019
Adversarial Self-Defense for Cycle-Consistent GANs
NIPS 2019
Time-series Generative Adversarial Networks
NIPS 2019
A Learned Representation for Scalable Vector Graphics
ICCV 2019
Improved Conditional VRNNs for Video Prediction
ICCV 2019
Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck
ICCV 2019
Scribble-to-Painting Transformation with Multi-Task Generative Adversarial Networks
IJCAI 2019
Unsupervised Learning of Monocular Depth and Ego-Motion using Conditional PatchGANs
IJCAI 2019
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