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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
Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading
AAAI 2019
MIGAN: Malware Image Synthesis Using GANs
AAAI 2019
X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks
CVPR 2019
Scan2Mesh: From Unstructured Range Scans to 3D Meshes
CVPR 2019
Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference
CVPR 2019
Parallel Optimal Transport GAN
CVPR 2019
Learning Generative Adversarial Networks from Multiple Data Sources
IJCAI 2019
Sphere Generative Adversarial Network Based on Geometric Moment Matching
CVPR 2019
Auto-Encoding Variational Neural Machine Translation
ACL 2019
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model
ACL 2019
WriterForcing: Generating more interesting story endings
ACL 2019
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty
IJCAI 2019
Progressive Reconstruction of Visual Structure for Image Inpainting
ICCV 2019
Generative Modeling for Small-Data Object Detection
ICCV 2019
PU-GAN: A Point Cloud Upsampling Adversarial Network
ICCV 2019
Seq-SG2SL: Inferring Semantic Layout From Scene Graph Through Sequence to Sequence Learning
ICCV 2019
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints
ICCV 2019
Dual Adversarial Inference for Text-to-Image Synthesis
ICCV 2019
Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model
JMLR 2019
Towards Photorealistic Reconstruction of Highly Multiplexed Lensless Images
ICCV 2019
VV-Net: Voxel VAE Net With Group Convolutions for Point Cloud Segmentation
ICCV 2019
Shadow Removal via Shadow Image Decomposition
ICCV 2019
Neural Inverse Rendering of an Indoor Scene From a Single Image
ICCV 2019
The LORACs Prior for VAEs: Letting the Trees Speak for the Data
AISTATS 2019
Adversarial Discrete Sequence Generation without Explicit NeuralNetworks as Discriminators
AISTATS 2019
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