Emanuele Palumbo

13 papers A* 6Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2026 — conf
Steering Generative Models for Accessibility: EasyRead Image Generation.
CHI Extended Abstracts
Nicolas Dickenmann, Yanis Merzouki, Sonia Laguna, Thy Nowak-Tran, Emanuele Palumbo, Julia E. Vogt, Gerda Binder
2026 J jnl
Steering Generative Models for Accessibility: EasyRead Image Generation.
CoRR
Nicolas Dickenmann, Yanis Merzouki, Sonia Laguna, Thy Nowak-Tran, Emanuele Palumbo, Julia E. Vogt, Gerda Binder
2025 A* conf
From Logits to Hierarchies: Hierarchical Clustering made Simple.
ICML
Emanuele Palumbo, Moritz Vandenhirtz, Alain Ryser, Imant Daunhawer, Julia E. Vogt
2025 J jnl
Hybrid Modeling of Photoplethysmography for Non-invasive Monitoring of Cardiovascular Parameters.
CoRR
Emanuele Palumbo, Sorawit Saengkyongam, Maria R. Cervera, Jens Behrmann, Andrew C. Miller, Guillermo Sapiro, Christina Heinze-Deml, Antoine Wehenkel
2025 J jnl
Post-hoc Stochastic Concept Bottleneck Models.
CoRR
Wiktor Jan Hoffmann, Sonia Laguna, Moritz Vandenhirtz, Emanuele Palumbo, Julia E. Vogt
2024 A* conf
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders.
ICLR
Emanuele Palumbo, Laura Manduchi, Sonia Laguna, Daphné Chopard, Julia E. Vogt
2024 J jnl
From Logits to Hierarchies: Hierarchical Clustering made Simple.
CoRR
Emanuele Palumbo, Moritz Vandenhirtz, Alain Ryser, Imant Daunhawer, Julia E. Vogt
2023 A* conf
Effective Bayesian Heteroscedastic Regression with Deep Neural Networks.
NeurIPS
Alexander Immer, Emanuele Palumbo, Alexander Marx, Julia E. Vogt
2023 A* conf
Identifiability Results for Multimodal Contrastive Learning.
ICLR
Imant Daunhawer, Alice Bizeul, Emanuele Palumbo, Alexander Marx, Julia E. Vogt
2023 J jnl
Identifiability Results for Multimodal Contrastive Learning.
CoRR
Imant Daunhawer, Alice Bizeul, Emanuele Palumbo, Alexander Marx, Julia E. Vogt
2023 A* conf
MMVAE+: Enhancing the Generative Quality of Multimodal VAEs without Compromises.
ICLR
Emanuele Palumbo, Imant Daunhawer, Julia E. Vogt
2022 A* conf
On the Limitations of Multimodal VAEs.
ICLR
Imant Daunhawer, Thomas M. Sutter, Kieran Chin-Cheong, Emanuele Palumbo, Julia E. Vogt
2021 J jnl
On the Limitations of Multimodal VAEs.
CoRR
Imant Daunhawer, Thomas M. Sutter, Kieran Chin-Cheong, Emanuele Palumbo, Julia E. Vogt