Models

UNIMO-2: End-to-End Unified Vision-Language Grounded Learning 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 Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 Unsupervised Image Representation Learning with Deep Latent Particles ICML 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 Lexical Substitution with Decontextualised Embeddings COLING 2022 Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE 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 Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models NeurIPS 2022 UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NeurIPS 2022 Using ASR-Generated Text for Spoken Language Modeling ACL 2022 VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022 VAE Approximation Error: ELBO and Exponential Families ICLR 2022 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NeurIPS 2022 VaiPhy: a Variational Inference Based Algorithm for Phylogeny NeurIPS 2022 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena ACL 2022 Variational- and metric-based deep latent space for out-of-distribution detection UAI 2022 Variational Autoencoders: A Harmonic Perspective AISTATS 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