Emanuele Palumbo
6 papers · 2022–2025 · 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
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
multimodal learning
(4)
generative model
(3)
variational autoencoder
(3)
latent space
(2)
epistemic uncertainty
(1)
weakly supervised learning
(1)
hierarchical clustering
(1)
laplace approximation
(1)
diffusion model
(1)
latent factor
(1)
evidence lower bound
(1)
aleatoric uncertainty
(1)
heteroscedastic regression
(1)
multimodal inference
(1)
neural network
(1)
generative quality
(1)
logits
(1)
imagenet classifier
(1)
pre-trained clustering model
(1)
unsupervised learning
(1)
Papers
From Logits to Hierarchies: Hierarchical Clustering made Simple
ICML 2025
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders
ICLR 2024
Effective Bayesian Heteroscedastic Regression with Deep Neural Networks
NeurIPS 2023
Identifiability Results for Multimodal Contrastive Learning
ICLR 2023
MMVAE+: Enhancing the Generative Quality of Multimodal VAEs without Compromises
ICLR 2023
On the Limitations of Multimodal VAEs
ICLR 2022