variational autoencoder

L-Verse: Bidirectional Generation Between Image and Text CVPR 2022 MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining ICLR 2022 Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders NeurIPS 2022 Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo NeurIPS 2022 Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization ICML 2022 MMVAE at SemEval-2022 Task 5: A Multi-modal Multi-task VAE on Misogynous Meme Detection SemEval 2022 Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022 Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022 Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022 MotionAug: Augmentation With Physical Correction for Human Motion Prediction CVPR 2022 MUGL: Large Scale Multi Person Conditional Action Generation With Locomotion WACV 2022 Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022 Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization NeurIPS 2022 Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022 MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction CVPR 2022 Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling JMLR 2022 NeMF: Neural Motion Fields for Kinematic Animation NeurIPS 2022 Neural Machine Translation with Phrase-Level Universal Visual Representations ACL 2022 Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework NAACL 2022 Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates EMNLP 2022 Offline Reinforcement Learning as Anti-exploration AAAI 2022 On Incorporating Inductive Biases into VAEs ICLR 2022 On PAC-Bayesian reconstruction guarantees for VAEs AISTATS 2022 On the Effect of Isotropy on VAE Representations of Text ACL 2022 On the Limitations of Multimodal VAEs ICLR 2022