Generative Models

Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022 Marginal Tail-Adaptive Normalizing Flows ICML 2022 Masked Autoencoders that Listen NeurIPS 2022 Masked Generative Adversarial Networks are Data-Efficient Generation Learners NeurIPS 2022 Matching Normalizing Flows and Probability Paths on Manifolds ICML 2022 Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching ICML 2022 Maximum Likelihood Training of Implicit Nonlinear Diffusion Model NeurIPS 2022 MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids Interspeech 2022 MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators NeurIPS 2022 MCMAE: Masked Convolution Meets Masked Autoencoders NeurIPS 2022 MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC ICLR 2022 MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation EMNLP 2022 ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases ICML 2022 Memory-aligned Knowledge Graph for Clinically Accurate Radiology Image Report Generation ACL 2022 Meta-Auto-Decoder for Solving Parametric Partial Differential Equations NeurIPS 2022 MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022 METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022 Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders NeurIPS 2022 MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling ICLR 2022 Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks ICLR 2022 Minimax Optimality (Probably) Doesn't Imply Distribution Learning for GANs ICLR 2022 Minimax Optimization with Smooth Algorithmic Adversaries ICLR 2022 Mining Multi-Label Samples from Single Positive Labels NeurIPS 2022 Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization ICML 2022 Mitigating statistical bias within differentially private synthetic data UAI 2022