Jan Funke

3 papers · 2021–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICCV (2) NeurIPS (1)

Top co-authors

Manan Lalit (1) Dagmar Kainmuller (1) Ashkan Mokarian (1) Katie McDole (1) Lisa Mais (1) Vanessa Emanuela Guarino (1) Peter Hirsch (1) Glenn C. Turner (1) Yash Mehta (1) Josef Lorenz Rumberger (1)

Research topics

Machine Learning (3) Core Methods (3) Computer Vision (2) Deep Learning (2) Learning Types · Deep Learning (2) Interdisciplinary (1) Analysis (1) Domain-Specific (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Processing (1) Science (1)

Keywords

instance segmentation (2) metric learning (1) computational neuroscience (1) embedding learning (1) self-supervised learning (1) gradient descent (1) synaptic plasticity (1) parameter optimization (1) cell segmentation (1) convolutional neural network (1) learning dynamics (1) plasticity rule (1) encoder-decoder network (1) neural network (1) microscopy image (1) shift equivariance (1) object-centric embedding (1) cell instance segmentation (1) unsupervised learning (1) spatial offset (1)

Papers

Model Based Inference of Synaptic Plasticity Rules NeurIPS 2024 Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images ICCV 2023 How Shift Equivariance Impacts Metric Learning for Instance Segmentation ICCV 2021