Anna Kreshuk

5 papers · 2018–2025 · 3 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 (12) 🚀 Conference Pioneer

Venues

CVPR (2) ECCV (2) ICCV (1)

Top co-authors

Constantin Pape (5) Alberto Bailoni (3) Steffen Wolf (3) Fred A. Hamprecht (2) Anwai Archit (1) Julia Mahamid (1) Edoardo D'Imprima (1) FredA. Hamprecht (1) Nasim Rahaman (1) Adrian Wolny (1)

Research topics

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

Keywords

instance segmentation (2) image segmentation (1) transfer learning (1) self-supervised learning (1) weakly supervised learning (1) batch normalization (1) hierarchical clustering (1) agglomerative clustering (1) biomedical imaging (1) positive-unlabeled learning (1) signed graph (1) feature normalization (1) pixel embedding (1) microscopy image (1) transfer performance (1) tiling artifact (1) semantic segmentation (1) batch renormalization (1)

Papers

Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images ICCV 2025 GASP, a Generalized Framework for Agglomerative Clustering of Signed Graphs and Its Application to Instance Segmentation CVPR 2022 Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings CVPR 2022 Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed ECCV 2020 The Mutex Watershed: Efficient, Parameter-Free Image Partitioning ECCV 2018