Variational Inference

Lossy Image Compression With Quantized Hierarchical VAEs WACV 2023 MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space EMNLP 2023 MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis CVPR 2023 MAGI: Multi-Annotated Explanation-Guided Learning ICCV 2023 MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023 Markovian Gaussian Process Variational Autoencoders ICML 2023 Martingale Posterior Neural Processes ICLR 2023 Masked Autoencoders Enable Efficient Knowledge Distillers CVPR 2023 Metadata-Based RAW Reconstruction via Implicit Neural Functions CVPR 2023 MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks ICML 2023 Miracle: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control EMNLP 2023 MixFlows: principled variational inference via mixed flows ICML 2023 MMVAE+: Enhancing the Generative Quality of Multimodal VAEs without Compromises ICLR 2023 Modality-Agnostic Variational Compression of Implicit Neural Representations ICML 2023 Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts ICLR 2023 Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder NeurIPS 2023 MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation IJCAI 2023 Monotonic Alpha-divergence Minimisation for Variational Inference JMLR 2023 Multimodal Variational Auto-encoder based Audio-Visual Segmentation ICCV 2023 Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve ICLR 2023 Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ACL 2023 Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ACL 2023 NAS-X: Neural Adaptive Smoothing via Twisting NeurIPS 2023 Neural Dynamic Focused Topic Model AAAI 2023 Neural Image-based Avatars: Generalizable Radiance Fields for Human Avatar Modeling ICLR 2023