Hubert Ramsauer

5 papers · 2017–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

NeurIPS (3) ICLR (2)

Top co-authors

Sepp Hochreiter (5) Günter Klambauer (4) Bernhard Schäfl (2) Michael Widrich (2) Martin Heusel (2) Johannes Lehner (2) Markus Holzleitner (2) Thomas Unterthiner (2) Lukas Gruber (2) Bernhard Nessler (2)

Research topics

Deep Learning (4) Architectures (4) Artificial Intelligence (3) Machine Learning (3) Core AI (2) Core Methods (2) Computer Vision (1) Generation (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Techniques (1)

Keywords

hopfield network (3) nash equilibrium (2) image generation (2) generative adversarial network (2) attention mechanism (2) zero-shot transfer (1) clip model (1) mode collapse (1) zero-shot transfer learning (1) two-time-scale update (1) vision language (1) pattern retrieval (1) potential field (1) modern hopfield network (1) contrastive learning (1) immune repertoire (1) convergence analysis (1) energy minimization (1) multiple instance learning (1) vision-language model (1)

Papers

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NeurIPS 2022 Hopfield Networks is All You Need ICLR 2021 Modern Hopfield Networks and Attention for Immune Repertoire Classification NeurIPS 2020 Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields ICLR 2018 GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NeurIPS 2017