Generative Models

PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022 Principled Knowledge Extrapolation with GANs ICML 2022 PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior ICLR 2022 Private Set Generation with Discriminative Information NeurIPS 2022 Proactive Image Manipulation Detection CVPR 2022 Probabilistic Implicit Scene Completion ICLR 2022 Probabilistic Representations for Video Contrastive Learning CVPR 2022 Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design NeurIPS 2022 ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022 Projected Gradient Descent Algorithms for Solving Nonlinear Inverse Problems with Generative Priors IJCAI 2022 PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022 PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022 ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation ACL 2022 Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022 PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series ICLR 2022 Pulling back information geometry AISTATS 2022 Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case NeurIPS 2022 QC-StyleGAN - Quality Controllable Image Generation and Manipulation NeurIPS 2022 RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling NeurIPS 2022 RareGAN: Generating Samples for Rare Classes AAAI 2022 Ray Priors Through Reprojection: Improving Neural Radiance Fields for Novel View Extrapolation CVPR 2022 Re3: Generating Longer Stories With Recursive Reprompting and Revision EMNLP 2022 Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model Interspeech 2022 Reconstructing Training Data From Diverse ML Models by Ensemble Inversion WACV 2022 Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation EMNLP 2022