Generative Models

Towards Ghost-Free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN AAAI 2020 Towards multi-sequence MR image recovery from undersampled k-space data MIDL 2020 Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders WACV 2020 Towards Photo-Realistic Virtual Try-On by Adaptively Generating-Preserving Image Content CVPR 2020 Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis CVPR 2020 Training Deep Energy-Based Models with f-Divergence Minimization ICML 2020 Training Generative Adversarial Networks by Solving Ordinary Differential Equations NeurIPS 2020 Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators ICLR 2020 Training Generative Adversarial Networks with Limited Data NeurIPS 2020 Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NeurIPS 2020 Transformation GAN for Unsupervised Image Synthesis and Representation Learning CVPR 2020 Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology AAAI 2020 Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer CVPR 2020 UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation CVPR 2020 U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation ICLR 2020 Ultrasound-Based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis Interspeech 2020 Unbiased Contrastive Divergence Algorithm for Training Energy-Based Latent Variable Models ICLR 2020 Uncertainty-Aware Deep Classifiers Using Generative Models AAAI 2020 Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction CVPR 2020 Uncertainty-Aware Semantic Augmentation for Neural Machine Translation EMNLP 2020 Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Interspeech 2020 Understanding and Stabilizing GANs’ Training Dynamics Using Control Theory ICML 2020 Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models AISTATS 2020 Understanding the Limitations of Conditional Generative Models ICLR 2020 Unity Style Transfer for Person Re-Identification CVPR 2020