Generative Models

Uncertainty Modeling in Generative Compressed Sensing ICML 2022 Understanding and Improving the Exemplar-based Generation for Open-domain Conversation ACL 2022 Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022 Unified Source-Filter GAN with Harmonic-plus-Noise Source Excitation Generation Interspeech 2022 UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator NeurIPS 2022 UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ACL 2022 Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows ICML 2022 Unpaired Cartoon Image Synthesis via Gated Cycle Mapping CVPR 2022 Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022 Unsupervised Image-to-Image Translation with Density Changing Regularization NeurIPS 2022 Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints AAAI 2022 Unsupervised Learning of Shape Programs with Repeatable Implicit Parts NeurIPS 2022 Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022 Unsupervised Photo-to-Caricature Generation with Adaptive Select Layer-Instance Normalization and Semi-cycle Consistency ACML 2022 UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NeurIPS 2022 VAE Approximation Error: ELBO and Exponential Families ICLR 2022 Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias ICLR 2022 Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022 Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection RSS 2022 Variational multiple shooting for Bayesian ODEs with Gaussian processes UAI 2022 Variational Neural Cellular Automata ICLR 2022 Variational Sparse Coding with Learned Thresholding ICML 2022 VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022 VCT: A Video Compression Transformer NeurIPS 2022 Vector-quantized Image Modeling with Improved VQGAN ICLR 2022