Andreas Mayr

4 papers · 2015–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

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Venues

NeurIPS (2) AAAI (1) ICLR (1)

Top co-authors

Sepp Hochreiter (4) Günter Klambauer (2) Thomas Unterthiner (2) Johannes Brandstetter (2) Christoph Kloss (1) Niklas Schmidinger (1) Lisa Schneckenreiter (1) Arno Mayrhofer (1) Johannes Schimunek (1) Djork-Arné Clevert (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Core Methods (2) Learning Types · Deep Learning (2) Optimization & Theory (2) Computer Vision (1) Analysis (1) Application Areas (1) Learning Types · Machine Learning (1) Models (1) Techniques (1)

Keywords

unsupervised learning (1) factor analysis (1) representation learning (1) feature extraction (1) sparse coding (1) in-context learning (1) batch normalization (1) deep learning (1) protein sequence (1) alternating minimization (1) generative model (1) boundary condition (1) activation function (1) genomic sequence (1) gradient vanishing (1) biological sequence (1) 3d simulation (1) particle dynamics (1) feedforward neural network (1) physical simulation (1)

Papers

Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences ICLR 2025 Boundary Graph Neural Networks for 3D Simulations AAAI 2023 Self-Normalizing Neural Networks NeurIPS 2017 Rectified Factor Networks NeurIPS 2015