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Generative Models

6,381 papers

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Papers

Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values AAAI 2020
Meta-Learning for Generalized Zero-Shot Learning AAAI 2020
Meta-Amortized Variational Inference and Learning AAAI 2020
Generative-Discriminative Complementary Learning AAAI 2020
Effective Data Augmentation with Multi-Domain Learning GANs AAAI 2020
Shared Generative Latent Representation Learning for Multi-View Clustering AAAI 2020
Bridging Maximum Likelihood and Adversarial Learning via α-Divergence AAAI 2020
Generative Attention Networks for Multi-Agent Behavioral Modeling AAAI 2020
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog AAAI 2020
Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology AAAI 2020
CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation AAAI 2020
IntroVNMT: An Introspective Model for Variational Neural Machine Translation AAAI 2020
Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling AAAI 2020
Neural Question Generation with Answer Pivot AAAI 2020
Integrating Deep Learning with Logic Fusion for Information Extraction AAAI 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation AAAI 2020
Automatic Generation of Headlines for Online Math Questions AAAI 2020
NeoNav: Improving the Generalization of Visual Navigation via Generating Next Expected Observations AAAI 2020
Exchangeable Generative Models with Flow Scans AAAI 2020
RoboCoDraw: Robotic Avatar Drawing with GAN-Based Style Transfer and Time-Efficient Path Optimization AAAI 2020
Diversity Transfer Network for Few-Shot Learning AAAI 2020
Towards Ghost-Free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN AAAI 2020
The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network AAAI 2020
FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing AAAI 2020
SubSpace Capsule Network AAAI 2020