Generative Models

Autoregressive Diffusion Models ICLR 2022 Autoregressive Image Generation Using Residual Quantization CVPR 2022 Autoregressive Quantile Flows for Predictive Uncertainty Estimation ICLR 2022 AutoRF: Learning 3D Object Radiance Fields From Single View Observations CVPR 2022 AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation CVPR 2022 Bayesian structure learning with generative flow networks UAI 2022 BEHAVE: Dataset and Method for Tracking Human Object Interactions CVPR 2022 BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification COLING 2022 BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model EMNLP 2022 Best-Buddy GANs for Highly Detailed Image Super-resolution AAAI 2022 Beyond Bernoulli: Generating Random Outcomes that cannot be Distinguished from Nature ALT 2022 Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains ICLR 2022 BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations CVPR 2022 BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis NeurIPS 2022 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022 Biological Sequence Design with GFlowNets ICML 2022 Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022 Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions ICLR 2022 Block-NeRF: Scalable Large Scene Neural View Synthesis CVPR 2022 BNV-Fusion: Dense 3D Reconstruction Using Bi-Level Neural Volume Fusion CVPR 2022 BodyGAN: General-Purpose Controllable Neural Human Body Generation CVPR 2022 Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022 Brain-Supervised Image Editing CVPR 2022 BRIO: Bringing Order to Abstractive Summarization ACL 2022 Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps ICLR 2022