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Generative Models

6381 directly classified papers

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Papers

Relativistic Discriminator: A One-Class Classifier for Generalized Iris Presentation Attack Detection WACV 2020
Scale-aware Conditional Generative Adversarial Network for Image Dehazing WACV 2020
Generative Model with Semantic Embedding and Integrated Classifier for Generalized Zero-Shot Learning WACV 2020
Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective JMLR 2020
Understanding and Stabilizing GANs’ Training Dynamics Using Control Theory ICML 2020
T-GD: Transferable GAN-generated Images Detection Framework ICML 2020
AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks ICML 2020
Variational Autoencoders and Nonlinear ICA: A Unifying Framework AISTATS 2020
Deep Sigma Point Processes UAI 2020
Regularized Autoencoders via Relaxed Injective Probability Flow AISTATS 2020
Locally Masked Convolution for Autoregressive Models UAI 2020
Cramer-Wold Auto-Encoder JMLR 2020
Learning to learn generative programs with Memoised Wake-Sleep UAI 2020
Towards Accurate Post-training Network Quantization via Bit-Split and Stitching ICML 2020
Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures ICML 2020
Auxiliary Template-Enhanced Generative Compatibility Modeling IJCAI 2020
Semi-Supervised StyleGAN for Disentanglement Learning ICML 2020
Interpretable Deep Gaussian Processes with Moments AISTATS 2020
On Implicit Regularization in $β$-VAEs ICML 2020
Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities ICML 2020
Evaluating Lossy Compression Rates of Deep Generative Models ICML 2020
Stochastic Latent Residual Video Prediction ICML 2020
Batch norm with entropic regularization turns deterministic autoencoders into generative models UAI 2020
KAFK at SemEval-2020 Task 12: Checkpoint Ensemble of Transformers for Hate Speech Classification SEMEVAL 2020
Exploring TTS Without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) INTERSPEECH 2020