Models

Training Generative Adversarial Networks with Limited Data NeurIPS 2020 Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NeurIPS 2020 Transfer Learning of the Expressivity Using FLOW Metric Learning in Multispeaker Text-to-Speech Synthesis Interspeech 2020 Transformation GAN for Unsupervised Image Synthesis and Representation Learning CVPR 2020 Translationese as a Language in “Multilingual” NMT ACL 2020 Tree-Structured Neural Topic Model ACL 2020 Trust-Region Variational Inference with Gaussian Mixture Models JMLR 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 UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders 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 CNNs for Depth Completion: Uncertainty from Beginning to End CVPR 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 Understanding the Limitations of Variational Mutual Information Estimators ICLR 2020 Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training AAAI 2020 UNIFIEDQA: Crossing Format Boundaries with a Single QA System EMNLP 2020