Jakob D. Havtorn

3 papers · 2020–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ACL (1) ICML (1) Interspeech (1)

Top co-authors

Lars Maaløe (3) Željko Agić (2) Lasse Borgholt (2) Jes Frellsen (1) Lorenzo Belgrano (1) Joakim Edin (1) Regitze Sdun (1) Søren Hauberg (1) Christian Igel (1) Anders Søgaard (1)

Research topics

Deep Learning (2) Artificial Intelligence (1) Machine Learning (1) Speech & Audio (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Models (1) Recognition (1)

Keywords

speech recognition (2) density estimation (1) multimodal learning (1) hierarchical model (1) connectionist temporal classification (1) real-time processing (1) likelihood ratio (1) generative model (1) variational autoencoder (1) out-of-distribution detection (1) context sensitivity (1) question detection (1) attention-based encoder-decoder (1) sequence labeling (1) hierarchical variational autoencoder (1)

Papers

Hierarchical VAEs Know What They Don’t Know ICML 2021 Do End-to-End Speech Recognition Models Care About Context? Interspeech 2020 MultiQT: Multimodal learning for real-time question tracking in speech ACL 2020