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Generative Models

1275 directly classified papers

Papers per year

Papers

A Generative Adversarial Density Estimator CVPR 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery CVPR 2019
Generalization in Generation: A closer look at Exposure Bias EMNLP 2019
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation EMNLP 2019
Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints EMNLP 2019
Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation EMNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019
ARAML: A Stable Adversarial Training Framework for Text Generation EMNLP 2019
Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation EMNLP 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019
Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training EMNLP 2019
R2GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network CVPR 2019
Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks CVPR 2019
Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation CVPR 2019
On Stabilizing Generative Adversarial Training With Noise CVPR 2019
Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms CVPR 2019
PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019
Pun-GAN: Generative Adversarial Network for Pun Generation EMNLP 2019
Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval AAAI 2019
Exploiting Time-Series Image-to-Image Translation to Expand the Range of Wildlife Habitat Analysis AAAI 2019
DeepFuzz: Automatic Generation of Syntax Valid C Programs for Fuzz Testing AAAI 2019
CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions AAAI 2019
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation AAAI 2019
SCFont: Structure-Guided Chinese Font Generation via Deep Stacked Networks AAAI 2019
Active Generative Adversarial Network for Image Classification AAAI 2019