Laura Manduchi
6 papers · 2021–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
variational autoencoder
(3)
variational inference
(2)
generative model
(2)
deep generative model
(2)
video understanding
(1)
hierarchical clustering
(1)
posterior distribution
(1)
survival analysis
(1)
constrained clustering
(1)
gaussian mixture model
(1)
diffusion model
(1)
latent variable
(1)
latent space
(1)
latent factor
(1)
pairwise constraint
(1)
censored data
(1)
latent trajectory
(1)
heart disease detection
(1)
differentiable hypergeometric
(1)
reparameterizable gradient
(1)
Papers
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
ICLR 2024
Learning Group Importance using the Differentiable Hypergeometric Distribution
ICLR 2023
Tree Variational Autoencoders
NeurIPS 2023
A Deep Variational Approach to Clustering Survival Data
ICLR 2022
Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models
MLHC 2022
Deep Conditional Gaussian Mixture Model for Constrained Clustering
NeurIPS 2021