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Papers
Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning
ICCV 2023
β-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap
ICLR 2022
3D-Aware Image Synthesis via Learning Structural and Textural Representations
CVPR 2022
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design
ICML 2022
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces
CVPR 2022
A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation
IJCAI 2022
Action-Sufficient State Representation Learning for Control with Structural Constraints
ICML 2022
A Geometric Perspective on Variational Autoencoders
NeurIPS 2022
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC
NeurIPS 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning
Interspeech 2022
Ancestral protein sequence reconstruction using a tree-structured Ornstein-Uhlenbeck variational autoencoder
ICLR 2022
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries
NeurIPS 2022
An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions
Interspeech 2022
Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models
MLHC 2022
A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification
WACV 2022
AS-IntroVAE: Adversarial Similarity Distance Makes
Robust IntroVAE
ACML 2022
A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition
EMNLP 2022
A Sparsity-promoting Dictionary Model for Variational Autoencoders
Interspeech 2022
Autoencoder-Based Tongue Shape Estimation During Continuous Speech
Interspeech 2022
Autoregressive Image Generation Using Residual Quantization
CVPR 2022
A Variational Hierarchical Model for Neural Cross-Lingual Summarization
ACL 2022
BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification
COLING 2022
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification
CVPR 2022
CaM-Gen: Causally Aware Metric-Guided Text Generation
ACL 2022
Can Push-forward Generative Models Fit Multimodal Distributions?
NeurIPS 2022