conftrace_

Emanuele Palumbo

6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) ICML (1) NIPS (1)

Top co-authors

Julia E Vogt (5) Imant Daunhawer (4) Alexander Marx (2) Alice Bizeul (1) Laura Manduchi (1) Julia Vogt (1) Daphné Chopard (1) Moritz Vandenhirtz (1) Sonia Laguna (1) Kieran Chin-Cheong (1)

Keywords

uncertainty quantification (1) epistemic uncertainty (1) laplace approximation (1) aleatoric uncertainty (1) heteroscedastic regression (1) neural network (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 NIPS 2023 MMVAE+: Enhancing the Generative Quality of Multimodal VAEs without Compromises ICLR 2023 Identifiability Results for Multimodal Contrastive Learning ICLR 2023 On the Limitations of Multimodal VAEs ICLR 2022