conftrace_

Imant Daunhawer

8 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

❓ The Questioner

Conferences

ICLR (5) ICML (2) NIPS (1)

Top co-authors

Julia E Vogt (7) Emanuele Palumbo (4) Thomas M. Sutter (2) Florian Barkmann (1) Alice Bizeul (1) Amartya Sanyal (1) Philip Torr (1) Yuge Shi (1) Valentina Boeva (1) Julia Vogt (1)

Keywords

variational inference (1) multimodal learning (1) generative model (1) jensen-shannon divergence (1) joint distribution (1) elbo optimization (1) multimodal elbo (1)

Papers

scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data ICML 2025 From Logits to Hierarchies: Hierarchical Clustering made Simple ICML 2025 How robust is unsupervised representation learning to distribution shift? ICLR 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 Generalized Multimodal ELBO ICLR 2021 Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence NIPS 2020