Laura Manduchi
6 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
ICLR (3)
NIPS (2)
MLHC (1)
Top co-authors
Keywords
variational autoencoder
(2)
anomaly detection
(1)
video understanding
(1)
hierarchical clustering
(1)
posterior distribution
(1)
constrained clustering
(1)
generative model
(1)
gaussian mixture model
(1)
latent variable
(1)
deep generative model
(1)
pairwise constraint
(1)
latent trajectory
(1)
variational inference
(1)
heart disease detection
(1)
Papers
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
ICLR 2024
Tree Variational Autoencoders
NIPS 2023
Learning Group Importance using the Differentiable Hypergeometric Distribution
ICLR 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
NIPS 2021